DataFrame
NO COMPARISON TARGET
2611374
ROWS
0
DUPLICATES
2.7 GB
RAM
88
FEATURES
25
CATEGORICAL
61
NUMERICAL
2
TEXT
2.1.4
Get updates, docs & report issues here
Created & maintained by Francois Bertrand
Graphic design by Jean-Francois Hains
1
Unnamed: 0
VALUES:
2,611,374
(100%)
MISSING:
---
DISTINCT:
131,734
(5%)
ZEROES:
21
(<1%)
MAX
132k
95%
120k
Q3
94k
AVG
63k
MEDIAN
62k
Q1
31k
5%
6k
MIN
0k
RANGE
132k
IQR
62,891
STD
36,486
VAR
1.3B
KURT.
-1.18
SKEW
0.032
SUM
163.5B
2
Flow ID
VALUES:
2,611,374
(100%)
MISSING:
---
DISTINCT:
2,600,236
(>99%)
22
<1%
-
-
172.16.0.5-192.168.50.1-0-0-0
22
<1%
-
-
172.16.0.5-192.168.50.1-759-42717-17
22
<1%
-
-
192.168.50.253-224.0.0.5-0-0-0
22
<1%
-
-
192.168.50.254-224.0.0.5-0-0-0
12
<1%
-
-
8.0.6.4-8.6.0.1-0-0-0
12
<1%
-
-
192.168.50.6-23.194.142.213-57652-443-6
12
<1%
-
-
172.217.9.226-192.168.50.7-443-52011-6
2.6M
>99%
-
-
(Other)
3
Source IP
VALUES:
2,611,374
(100%)
MISSING:
---
DISTINCT:
46
(<1%)
4
Source Port
VALUES:
2,611,374
(100%)
MISSING:
---
DISTINCT:
32,430
(1%)
ZEROES:
79
(<1%)
MAX
65,529
95%
59,641
Q3
53,864
MEDIAN
46,676
AVG
46,095
Q1
39,455
5%
33,700
MIN
0
RANGE
65,529
IQR
14,409
STD
10,111
VAR
102.2M
KURT.
4.81
SKEW
-1.42
SUM
120.4B
5
Destination IP
VALUES:
2,611,374
(100%)
MISSING:
---
DISTINCT:
52
(<1%)
6
Destination Port
VALUES:
2,611,374
(100%)
MISSING:
---
DISTINCT:
65,279
(2%)
ZEROES:
79
(<1%)
MAX
65,535
95%
62,278
Q3
49,444
AVG
33,259
MEDIAN
33,236
Q1
17,124
5%
4,196
MIN
0
RANGE
65,535
IQR
32,320
STD
18,660
VAR
348.2M
KURT.
-1.20
SKEW
-0.002
SUM
86.9B
7
Protocol
VALUES:
2,611,374
(100%)
MISSING:
---
DISTINCT:
3
(<1%)
8
Timestamp
VALUES:
2,611,374
(100%)
MISSING:
---
DISTINCT:
2,611,320
(>99%)
2
<1%
-
-
2018-12-01 12:32:45.840900
2
<1%
-
-
2018-12-01 12:27:33.164712
2
<1%
-
-
2018-12-01 12:33:00.804189
2
<1%
-
-
2018-12-01 12:36:18.905026
2
<1%
-
-
2018-12-01 12:27:44.114735
2
<1%
-
-
2018-12-01 12:27:12.785848
2
<1%
-
-
2018-12-01 12:30:08.028694
2.6M
>99%
-
-
(Other)
9
Flow Duration
VALUES:
2,611,374
(100%)
MISSING:
---
DISTINCT:
82,362
(3%)
ZEROES:
42,050
(2%)
MAX
119.7M
95%
0.2M
Q3
0.1M
AVG
0.1M
MEDIAN
0.0M
Q1
0.0M
5%
0.0M
MIN
0.0M
RANGE
119.7M
IQR
109k
STD
500k
VAR
249.7B
KURT.
33,590
SKEW
165
SUM
221.2B
10
Total Fwd Packets
VALUES:
2,611,374
(100%)
MISSING:
---
DISTINCT:
73
(<1%)
ZEROES:
---
MAX
49,476
95%
6
Q3
4
AVG
4
MEDIAN
2
Q1
2
5%
2
MIN
1
RANGE
49,475
IQR
2.00
STD
30.8
VAR
949
KURT.
2.5M
SKEW
1,587
SUM
9.7M
11
Total Backward Packets
VALUES:
2,611,374
(100%)
MISSING:
---
DISTINCT:
53
(<1%)
ZEROES:
2,610,333
(>99%)
MAX
260
95%
0
Q3
0
AVG
0
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
260
IQR
0.00
STD
0.368
VAR
0.136
KURT.
211k
SKEW
390
SUM
7,235
12
Total Length of Fwd Packets
VALUES:
2,611,374
(100%)
MISSING:
---
DISTINCT:
1,191
(<1%)
ZEROES:
626
(<1%)
MAX
59,076
95%
2,444
Q3
1,438
MEDIAN
1,398
AVG
1,386
Q1
766
5%
750
MIN
0
RANGE
59,076
IQR
672
STD
1,162
VAR
1.4M
KURT.
242
SKEW
9.42
SUM
3.6B
13
Total Length of Bwd Packets
VALUES:
2,611,374
(100%)
MISSING:
---
DISTINCT:
165
(<1%)
ZEROES:
2,610,851
(>99%)
MAX
345k
95%
0k
Q3
0k
AVG
0k
MEDIAN
0k
Q1
0k
5%
0k
MIN
0k
RANGE
345k
IQR
0.00
STD
269
VAR
72,455
KURT.
1.1M
SKEW
973
SUM
1.8M
14
Fwd Packet Length Max
VALUES:
2,611,374
(100%)
MISSING:
---
DISTINCT:
656
(<1%)
ZEROES:
626
(<1%)
MAX
3,063
95%
462
Q3
393
AVG
405
MEDIAN
389
Q1
375
5%
369
MIN
0
RANGE
3,063
IQR
18.0
STD
132
VAR
17,499
KURT.
53.2
SKEW
7.25
SUM
1.1B
15
Fwd Packet Length Min
VALUES:
2,611,374
(100%)
MISSING:
---
DISTINCT:
594
(<1%)
ZEROES:
959
(<1%)
MAX
1,472
95%
418
Q3
383
AVG
377
MEDIAN
375
Q1
330
5%
321
MIN
0
RANGE
1,472
IQR
53.0
STD
139
VAR
19,333
KURT.
47.9
SKEW
6.75
SUM
984.2M
16
Fwd Packet Length Mean
VALUES:
2,611,374
(100%)
MISSING:
---
DISTINCT:
1,275
(<1%)
ZEROES:
626
(<1%)
MAX
2,131
95%
439
Q3
383
AVG
390
MEDIAN
375
Q1
350
5%
348
MIN
0
RANGE
2,131
IQR
33.5
STD
135
VAR
18,269
KURT.
51.3
SKEW
7.09
SUM
1.0B
17
Fwd Packet Length Std
VALUES:
2,611,374
(100%)
MISSING:
---
DISTINCT:
635
(<1%)
ZEROES:
1,329,077
(51%)
MAX
1,139
95%
35
Q3
34
AVG
15
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
1,139
IQR
34.1
STD
15.9
VAR
252
KURT.
48.3
SKEW
1.18
SUM
38.9M
18
Bwd Packet Length Max
VALUES:
2,611,374
(100%)
MISSING:
---
DISTINCT:
122
(<1%)
ZEROES:
2,610,851
(>99%)
MAX
3,447
95%
0
Q3
0
AVG
0
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
3,447
IQR
0.00
STD
13.9
VAR
192
KURT.
33,449
SKEW
172
SUM
285k
19
Bwd Packet Length Min
VALUES:
2,611,374
(100%)
MISSING:
---
DISTINCT:
74
(<1%)
ZEROES:
2,611,077
(>99%)
MAX
327
95%
0
Q3
0
AVG
0
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
327
IQR
0.00
STD
1.10
VAR
1.21
KURT.
27,122
SKEW
146
SUM
26,581
20
Bwd Packet Length Mean
VALUES:
2,611,374
(100%)
MISSING:
---
DISTINCT:
185
(<1%)
ZEROES:
2,610,851
(>99%)
MAX
1,825
95%
0
Q3
0
AVG
0
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
1,825
IQR
0.00
STD
4.33
VAR
18.7
KURT.
62,222
SKEW
215
SUM
97,603
21
Bwd Packet Length Std
VALUES:
2,611,374
(100%)
MISSING:
---
DISTINCT:
112
(<1%)
ZEROES:
2,611,146
(>99%)
MAX
1,360
95%
0
Q3
0
AVG
0
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
1,360
IQR
0.00
STD
4.81
VAR
23.2
KURT.
27,423
SKEW
156
SUM
95,167
22
Flow Bytes/s
VALUES:
2,569,324
(98%)
MISSING:
42,050
(2%)
DISTINCT:
142,423
(5%)
ZEROES:
612
(<1%)
MAX
2.9B
95%
0.8B
Q3
0.8B
AVG
0.3B
MEDIAN
0.0B
Q1
0.0B
5%
0.0B
MIN
0.0B
RANGE
2.9B
IQR
766.0M
STD
402.1M
VAR
161655.2T
KURT.
1.67
SKEW
0.946
SUM
861.7T
23
Flow Packets/s
VALUES:
2,569,324
(98%)
MISSING:
42,050
(2%)
DISTINCT:
87,306
(3%)
ZEROES:
---
MAX
4.0M
95%
2.0M
Q3
2.0M
AVG
0.8M
MEDIAN
0.0M
Q1
0.0M
5%
0.0M
MIN
0.0M
RANGE
4.0M
IQR
2.0M
STD
938k
VAR
879.6B
KURT.
-1.76
SKEW
0.386
SUM
2.1T
24
Flow IAT Mean
VALUES:
2,611,374
(100%)
MISSING:
---
DISTINCT:
94,628
(4%)
ZEROES:
42,050
(2%)
MAX
34.9M
95%
0.0M
Q3
0.0M
AVG
0.0M
MEDIAN
0.0M
Q1
0.0M
5%
0.0M
MIN
0.0M
RANGE
34.9M
IQR
36,234
STD
75,035
VAR
5.6B
KURT.
84,719
SKEW
258
SUM
48.7B
25
Flow IAT Std
VALUES:
2,611,374
(100%)
MISSING:
---
DISTINCT:
565,076
(22%)
ZEROES:
1,329,263
(51%)
MAX
60.4M
95%
0.1M
Q3
0.1M
AVG
0.0M
MEDIAN
0.0M
Q1
0.0M
5%
0.0M
MIN
0.0M
RANGE
60.4M
IQR
61,128
STD
129k
VAR
16.7B
KURT.
85,578
SKEW
260
SUM
76.9B
26
Flow IAT Max
VALUES:
2,611,374
(100%)
MISSING:
---
DISTINCT:
46,098
(2%)
ZEROES:
42,050
(2%)
MAX
104.6M
95%
0.1M
Q3
0.1M
AVG
0.1M
MEDIAN
0.0M
Q1
0.0M
5%
0.0M
MIN
0.0M
RANGE
104.6M
IQR
109k
STD
269k
VAR
72.6B
KURT.
55,464
SKEW
213
SUM
139.4B
27
Flow IAT Min
VALUES:
2,611,374
(100%)
MISSING:
---
DISTINCT:
214
(<1%)
ZEROES:
210,910
(8%)
MAX
7.2M
95%
0.0M
Q3
0.0M
AVG
0.0M
MEDIAN
0.0M
Q1
0.0M
5%
0.0M
MIN
0.0M
RANGE
7.2M
IQR
0.00
STD
5,599
VAR
31.4M
KURT.
1.1M
SKEW
982
SUM
29.6M
28
Fwd IAT Total
VALUES:
2,611,374
(100%)
MISSING:
---
DISTINCT:
82,120
(3%)
ZEROES:
42,367
(2%)
MAX
119.7M
95%
0.2M
Q3
0.1M
AVG
0.1M
MEDIAN
0.0M
Q1
0.0M
5%
0.0M
MIN
0.0M
RANGE
119.7M
IQR
109k
STD
498k
VAR
248.3B
KURT.
33,933
SKEW
166
SUM
220.9B
29
Fwd IAT Mean
VALUES:
2,611,374
(100%)
MISSING:
---
DISTINCT:
94,268
(4%)
ZEROES:
42,367
(2%)
MAX
34.9M
95%
0.0M
Q3
0.0M
AVG
0.0M
MEDIAN
0.0M
Q1
0.0M
5%
0.0M
MIN
0.0M
RANGE
34.9M
IQR
36,233
STD
78,311
VAR
6.1B
KURT.
72,344
SKEW
235
SUM
48.9B
30
Fwd IAT Std
VALUES:
2,611,374
(100%)
MISSING:
---
DISTINCT:
564,654
(22%)
ZEROES:
1,329,767
(51%)
MAX
60.4M
95%
0.1M
Q3
0.1M
AVG
0.0M
MEDIAN
0.0M
Q1
0.0M
5%
0.0M
MIN
0.0M
RANGE
60.4M
IQR
61,128
STD
133k
VAR
17.8B
KURT.
77,155
SKEW
246
SUM
77.1B
31
Fwd IAT Max
VALUES:
2,611,374
(100%)
MISSING:
---
DISTINCT:
45,803
(2%)
ZEROES:
42,367
(2%)
MAX
104.6M
95%
0.1M
Q3
0.1M
AVG
0.1M
MEDIAN
0.0M
Q1
0.0M
5%
0.0M
MIN
0.0M
RANGE
104.6M
IQR
109k
STD
269k
VAR
72.1B
KURT.
56,126
SKEW
215
SUM
139.1B
32
Fwd IAT Min
VALUES:
2,611,374
(100%)
MISSING:
---
DISTINCT:
157
(<1%)
ZEROES:
211,169
(8%)
MAX
7.2M
95%
0.0M
Q3
0.0M
AVG
0.0M
MEDIAN
0.0M
Q1
0.0M
5%
0.0M
MIN
0.0M
RANGE
7.2M
IQR
0.00
STD
5,599
VAR
31.4M
KURT.
1.1M
SKEW
981
SUM
28.9M
33
Bwd IAT Total
VALUES:
2,611,374
(100%)
MISSING:
---
DISTINCT:
370
(<1%)
ZEROES:
2,610,454
(>99%)
MAX
118.0M
95%
0.0M
Q3
0.0M
AVG
0.0M
MEDIAN
0.0M
Q1
0.0M
5%
0.0M
MIN
0.0M
RANGE
118.0M
IQR
0.00
STD
308k
VAR
95.1B
KURT.
103k
SKEW
297
SUM
4.3B
34
Bwd IAT Mean
VALUES:
2,611,374
(100%)
MISSING:
---
DISTINCT:
376
(<1%)
ZEROES:
2,610,454
(>99%)
MAX
14.8M
95%
0.0M
Q3
0.0M
AVG
0.0M
MEDIAN
0.0M
Q1
0.0M
5%
0.0M
MIN
0.0M
RANGE
14.8M
IQR
0.00
STD
25,876
VAR
669.6M
KURT.
95,185
SKEW
263
SUM
393.4M
35
Bwd IAT Std
VALUES:
2,611,374
(100%)
MISSING:
---
DISTINCT:
364
(<1%)
ZEROES:
2,611,004
(>99%)
MAX
26.4M
95%
0.0M
Q3
0.0M
AVG
0.0M
MEDIAN
0.0M
Q1
0.0M
5%
0.0M
MIN
0.0M
RANGE
26.4M
IQR
0.00
STD
49,702
VAR
2.5B
KURT.
138k
SKEW
329
SUM
702.7M
36
Bwd IAT Max
VALUES:
2,611,374
(100%)
MISSING:
---
DISTINCT:
360
(<1%)
ZEROES:
2,610,454
(>99%)
MAX
59.0M
95%
0.0M
Q3
0.0M
AVG
0.0M
MEDIAN
0.0M
Q1
0.0M
5%
0.0M
MIN
0.0M
RANGE
59.0M
IQR
0.00
STD
135k
VAR
18.2B
KURT.
149k
SKEW
359
SUM
1.8B
37
Bwd IAT Min
VALUES:
2,611,374
(100%)
MISSING:
---
DISTINCT:
18
(<1%)
ZEROES:
2,610,518
(>99%)
MAX
64.0
95%
0.0
Q3
0.0
AVG
0.0
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
64.0
IQR
0.00
STD
0.151
VAR
0.023
KURT.
103k
SKEW
314
SUM
2,349
38
Fwd PSH Flags
VALUES:
2,611,374
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
39
Bwd PSH Flags
VALUES:
2,611,374
(100%)
MISSING:
---
DISTINCT:
1
(<1%)
40
Fwd URG Flags
VALUES:
2,611,374
(100%)
MISSING:
---
DISTINCT:
1
(<1%)
41
Bwd URG Flags
VALUES:
2,611,374
(100%)
MISSING:
---
DISTINCT:
1
(<1%)
42
Fwd Header Length
VALUES:
2,611,374
(100%)
MISSING:
---
DISTINCT:
4,101
(<1%)
ZEROES:
563,260
(22%)
MAX
0.0B
95%
0.0B
Q3
0.0B
MEDIAN
0.0B
AVG
-0.1B
Q1
0.0B
5%
-0.0B
MIN
-89.3B
RANGE
89.3B
IQR
80.0
STD
834.0M
VAR
695577.6T
KURT.
485
SKEW
-14.3
SUM
-354.3T
43
Bwd Header Length
VALUES:
2,611,374
(100%)
MISSING:
---
DISTINCT:
86
(<1%)
ZEROES:
2,610,373
(>99%)
MAX
0.0B
95%
0.0B
Q3
0.0B
MEDIAN
0.0B
AVG
-0.0B
Q1
0.0B
5%
0.0B
MIN
-2.1B
RANGE
2.1B
IQR
0.00
STD
3.5M
VAR
12.1T
KURT.
373k
SKEW
-611
SUM
-14.9B
44
Fwd Packets/s
VALUES:
2,611,374
(100%)
MISSING:
---
DISTINCT:
87,167
(3%)
ZEROES:
42,050
(2%)
MAX
4.0M
95%
2.0M
Q3
2.0M
AVG
0.8M
MEDIAN
0.0M
Q1
0.0M
5%
0.0M
MIN
0.0M
RANGE
4.0M
IQR
2.0M
STD
936k
VAR
876.0B
KURT.
-1.74
SKEW
0.414
SUM
2.1T
45
Bwd Packets/s
VALUES:
2,611,374
(100%)
MISSING:
---
DISTINCT:
887
(<1%)
ZEROES:
2,610,333
(>99%)
MAX
76,923
95%
0
Q3
0
AVG
1
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
76,923
IQR
0.00
STD
157
VAR
24,769
KURT.
58,193
SKEW
192
SUM
3.5M
46
Min Packet Length
VALUES:
2,611,374
(100%)
MISSING:
---
DISTINCT:
591
(<1%)
ZEROES:
1,001
(<1%)
MAX
1,472
95%
418
Q3
383
AVG
377
MEDIAN
375
Q1
330
5%
321
MIN
0
RANGE
1,472
IQR
53.0
STD
139
VAR
19,333
KURT.
47.9
SKEW
6.75
SUM
984.2M
47
Max Packet Length
VALUES:
2,611,374
(100%)
MISSING:
---
DISTINCT:
680
(<1%)
ZEROES:
614
(<1%)
MAX
3,447
95%
462
Q3
393
AVG
405
MEDIAN
389
Q1
375
5%
369
MIN
0
RANGE
3,447
IQR
18.0
STD
133
VAR
17,605
KURT.
54.5
SKEW
7.30
SUM
1.1B
48
Packet Length Mean
VALUES:
2,611,374
(100%)
MISSING:
---
DISTINCT:
1,574
(<1%)
ZEROES:
614
(<1%)
MAX
1,472
95%
436
Q3
383
AVG
387
MEDIAN
375
Q1
346
5%
344
MIN
0
RANGE
1,472
IQR
37.4
STD
136
VAR
18,416
KURT.
50.9
SKEW
7.05
SUM
1.0B
49
Packet Length Std
VALUES:
2,611,374
(100%)
MISSING:
---
DISTINCT:
756
(<1%)
ZEROES:
1,328,770
(51%)
MAX
1,202
95%
34
Q3
32
AVG
14
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
1,202
IQR
32.3
STD
15.5
VAR
242
KURT.
156
SKEW
3.20
SUM
37.3M
50
Packet Length Variance
VALUES:
2,611,374
(100%)
MISSING:
---
DISTINCT:
836
(<1%)
ZEROES:
1,328,770
(51%)
MAX
1.4M
95%
0.0M
Q3
0.0M
AVG
0.0M
MEDIAN
0.0M
Q1
0.0M
5%
0.0M
MIN
0.0M
RANGE
1.4M
IQR
1,044
STD
3,177
VAR
10.1M
KURT.
93,052
SKEW
275
SUM
1.2B
51
FIN Flag Count
VALUES:
2,611,374
(100%)
MISSING:
---
DISTINCT:
1
(<1%)
52
SYN Flag Count
VALUES:
2,611,374
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
53
RST Flag Count
VALUES:
2,611,374
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
54
PSH Flag Count
VALUES:
2,611,374
(100%)
MISSING:
---
DISTINCT:
1
(<1%)
55
ACK Flag Count
VALUES:
2,611,374
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
56
URG Flag Count
VALUES:
2,611,374
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
57
CWE Flag Count
VALUES:
2,611,374
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
58
ECE Flag Count
VALUES:
2,611,374
(100%)
MISSING:
---
DISTINCT:
1
(<1%)
59
Down/Up Ratio
VALUES:
2,611,374
(100%)
MISSING:
---
DISTINCT:
6
(<1%)
60
Average Packet Size
VALUES:
2,611,374
(100%)
MISSING:
---
DISTINCT:
1,536
(<1%)
ZEROES:
614
(<1%)
MAX
2,208
95%
602
Q3
574
MEDIAN
562
AVG
532
Q1
432
5%
402
MIN
0
RANGE
2,208
IQR
142
STD
222
VAR
49,497
KURT.
39.8
SKEW
5.90
SUM
1.4B
61
Avg Fwd Segment Size
VALUES:
2,611,374
(100%)
MISSING:
---
DISTINCT:
1,190
(<1%)
ZEROES:
626
(<1%)
MAX
2,131
95%
439
Q3
383
AVG
390
MEDIAN
375
Q1
350
5%
348
MIN
0
RANGE
2,131
IQR
33.5
STD
135
VAR
18,269
KURT.
51.3
SKEW
7.09
SUM
1.0B
62
Avg Bwd Segment Size
VALUES:
2,611,374
(100%)
MISSING:
---
DISTINCT:
184
(<1%)
ZEROES:
2,610,851
(>99%)
MAX
1,825
95%
0
Q3
0
AVG
0
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
1,825
IQR
0.00
STD
4.33
VAR
18.7
KURT.
62,222
SKEW
215
SUM
97,603
63
Fwd Header Length.1
VALUES:
2,611,374
(100%)
MISSING:
---
DISTINCT:
4,101
(<1%)
ZEROES:
563,260
(22%)
MAX
0.0B
95%
0.0B
Q3
0.0B
MEDIAN
0.0B
AVG
-0.1B
Q1
0.0B
5%
-0.0B
MIN
-89.3B
RANGE
89.3B
IQR
80.0
STD
834.0M
VAR
695577.6T
KURT.
485
SKEW
-14.3
SUM
-354.3T
64
Fwd Avg Bytes/Bulk
VALUES:
2,611,374
(100%)
MISSING:
---
DISTINCT:
1
(<1%)
65
Fwd Avg Packets/Bulk
VALUES:
2,611,374
(100%)
MISSING:
---
DISTINCT:
1
(<1%)
66
Fwd Avg Bulk Rate
VALUES:
2,611,374
(100%)
MISSING:
---
DISTINCT:
1
(<1%)
67
Bwd Avg Bytes/Bulk
VALUES:
2,611,374
(100%)
MISSING:
---
DISTINCT:
1
(<1%)
68
Bwd Avg Packets/Bulk
VALUES:
2,611,374
(100%)
MISSING:
---
DISTINCT:
1
(<1%)
69
Bwd Avg Bulk Rate
VALUES:
2,611,374
(100%)
MISSING:
---
DISTINCT:
1
(<1%)
70
Subflow Fwd Packets
VALUES:
2,611,374
(100%)
MISSING:
---
DISTINCT:
73
(<1%)
ZEROES:
---
MAX
49,476
95%
6
Q3
4
AVG
4
MEDIAN
2
Q1
2
5%
2
MIN
1
RANGE
49,475
IQR
2.00
STD
30.8
VAR
949
KURT.
2.5M
SKEW
1,587
SUM
9.7M
71
Subflow Fwd Bytes
VALUES:
2,611,374
(100%)
MISSING:
---
DISTINCT:
1,191
(<1%)
ZEROES:
626
(<1%)
MAX
59,076
95%
2,444
Q3
1,438
MEDIAN
1,398
AVG
1,386
Q1
766
5%
750
MIN
0
RANGE
59,076
IQR
672
STD
1,162
VAR
1.4M
KURT.
242
SKEW
9.42
SUM
3.6B
72
Subflow Bwd Packets
VALUES:
2,611,374
(100%)
MISSING:
---
DISTINCT:
53
(<1%)
ZEROES:
2,610,333
(>99%)
MAX
260
95%
0
Q3
0
AVG
0
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
260
IQR
0.00
STD
0.368
VAR
0.136
KURT.
211k
SKEW
390
SUM
7,235
73
Subflow Bwd Bytes
VALUES:
2,611,374
(100%)
MISSING:
---
DISTINCT:
165
(<1%)
ZEROES:
2,610,851
(>99%)
MAX
345k
95%
0k
Q3
0k
AVG
0k
MEDIAN
0k
Q1
0k
5%
0k
MIN
0k
RANGE
345k
IQR
0.00
STD
269
VAR
72,455
KURT.
1.1M
SKEW
973
SUM
1.8M
74
Init_Win_bytes_forward
VALUES:
2,611,374
(100%)
MISSING:
---
DISTINCT:
67
(<1%)
ZEROES:
17
(<1%)
MAX
65,535
95%
-1
Q3
-1
AVG
3
MEDIAN
-1
Q1
-1
5%
-1
MIN
-1
RANGE
65,536
IQR
0.00
STD
478
VAR
228k
KURT.
17,540
SKEW
131
SUM
8.0M
75
Init_Win_bytes_backward
VALUES:
2,611,374
(100%)
MISSING:
---
DISTINCT:
69
(<1%)
ZEROES:
69
(<1%)
MAX
65,535
95%
-1
Q3
-1
AVG
-0
MEDIAN
-1
Q1
-1
5%
-1
MIN
-1
RANGE
65,536
IQR
0.00
STD
157
VAR
24,727
KURT.
70,903
SKEW
246
SUM
-455k
76
act_data_pkt_fwd
VALUES:
2,611,374
(100%)
MISSING:
---
DISTINCT:
49
(<1%)
ZEROES:
651
(<1%)
MAX
167
95%
5
Q3
3
AVG
3
MEDIAN
1
Q1
1
5%
1
MIN
0
RANGE
167
IQR
2.00
STD
3.22
VAR
10.4
KURT.
244
SKEW
9.06
SUM
7.1M
77
min_seg_size_forward
VALUES:
2,611,374
(100%)
MISSING:
---
DISTINCT:
126
(<1%)
ZEROES:
688,647
(26%)
MAX
0.0B
95%
0.0B
Q3
0.0B
MEDIAN
0.0B
AVG
-0.0B
Q1
0.0B
5%
-0.0B
MIN
-1.1B
RANGE
1.1B
IQR
20.0
STD
212.2M
VAR
45019.0T
KURT.
19.1
SKEW
-4.59
SUM
-115.4T
78
Active Mean
VALUES:
2,611,374
(100%)
MISSING:
---
DISTINCT:
128
(<1%)
ZEROES:
2,611,175
(>99%)
MAX
14.8M
95%
0.0M
Q3
0.0M
AVG
0.0M
MEDIAN
0.0M
Q1
0.0M
5%
0.0M
MIN
0.0M
RANGE
14.8M
IQR
0.00
STD
14,646
VAR
214.5M
KURT.
570k
SKEW
685
SUM
82.6M
79
Active Std
VALUES:
2,611,374
(100%)
MISSING:
---
DISTINCT:
84
(<1%)
ZEROES:
2,611,264
(>99%)
MAX
5.3M
95%
0.0M
Q3
0.0M
AVG
0.0M
MEDIAN
0.0M
Q1
0.0M
5%
0.0M
MIN
0.0M
RANGE
5.3M
IQR
0.00
STD
3,415
VAR
11.7M
KURT.
2.3M
SKEW
1,481
SUM
8.2M
80
Active Max
VALUES:
2,611,374
(100%)
MISSING:
---
DISTINCT:
110
(<1%)
ZEROES:
2,611,175
(>99%)
MAX
14.8M
95%
0.0M
Q3
0.0M
AVG
0.0M
MEDIAN
0.0M
Q1
0.0M
5%
0.0M
MIN
0.0M
RANGE
14.8M
IQR
0.00
STD
15,330
VAR
235.0M
KURT.
498k
SKEW
643
SUM
89.2M
81
Active Min
VALUES:
2,611,374
(100%)
MISSING:
---
DISTINCT:
100
(<1%)
ZEROES:
2,611,175
(>99%)
MAX
14.8M
95%
0.0M
Q3
0.0M
AVG
0.0M
MEDIAN
0.0M
Q1
0.0M
5%
0.0M
MIN
0.0M
RANGE
14.8M
IQR
0.00
STD
14,386
VAR
207.0M
KURT.
610k
SKEW
713
SUM
76.7M
82
Idle Mean
VALUES:
2,611,374
(100%)
MISSING:
---
DISTINCT:
203
(<1%)
ZEROES:
2,611,172
(>99%)
MAX
104.6M
95%
0.0M
Q3
0.0M
AVG
0.0M
MEDIAN
0.0M
Q1
0.0M
5%
0.0M
MIN
0.0M
RANGE
104.6M
IQR
0.00
STD
247k
VAR
61.0B
KURT.
70,258
SKEW
245
SUM
4.0B
83
Idle Std
VALUES:
2,611,374
(100%)
MISSING:
---
DISTINCT:
127
(<1%)
ZEROES:
2,611,247
(>99%)
MAX
28.9M
95%
0.0M
Q3
0.0M
AVG
0.0M
MEDIAN
0.0M
Q1
0.0M
5%
0.0M
MIN
0.0M
RANGE
28.9M
IQR
0.00
STD
36,894
VAR
1.4B
KURT.
399k
SKEW
585
SUM
251.9M
84
Idle Max
VALUES:
2,611,374
(100%)
MISSING:
---
DISTINCT:
202
(<1%)
ZEROES:
2,611,172
(>99%)
MAX
104.6M
95%
0.0M
Q3
0.0M
AVG
0.0M
MEDIAN
0.0M
Q1
0.0M
5%
0.0M
MIN
0.0M
RANGE
104.6M
IQR
0.00
STD
261k
VAR
68.0B
KURT.
63,348
SKEW
235
SUM
4.2B
85
Idle Min
VALUES:
2,611,374
(100%)
MISSING:
---
DISTINCT:
202
(<1%)
ZEROES:
2,611,172
(>99%)
MAX
104.6M
95%
0.0M
Q3
0.0M
AVG
0.0M
MEDIAN
0.0M
Q1
0.0M
5%
0.0M
MIN
0.0M
RANGE
104.6M
IQR
0.00
STD
241k
VAR
58.0B
KURT.
76,249
SKEW
257
SUM
3.8B
86
SimillarHTTP
VALUES:
2,611,289
(>99%)
MISSING:
85
(<1%)
DISTINCT:
1
(<1%)
87
Inbound
VALUES:
2,611,374
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
88
Label
VALUES:
2,611,374
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
Associations
[Only including dataset "DataFrame"]
■ Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical, (i.e. ROW LABEL values indicate how much they PROVIDE INFORMATION to each LABEL at the TOP).

• Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.
Associations
[Only including dataset "None"]
■ Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical, (i.e. ROW LABEL values indicate how much they PROVIDE INFORMATION to each LABEL at the TOP).

• Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.
Unnamed: 0
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Max Packet Length
-0.07
Fwd Packet Length Max
-0.07
Fwd Packet Length Mean
-0.07
Avg Fwd Segment Size
-0.07
Packet Length Mean
-0.07
Fwd Packet Length Min
-0.07
Min Packet Length
-0.07
Average Packet Size
-0.07
Source Port
0.04
Flow Bytes/s
-0.03
Total Length of Fwd Packets
-0.01
Subflow Fwd Bytes
-0.01
Init_Win_bytes_forward
-0.01
Fwd Packet Length Std
0.01

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Protocol
0.02
URG Flag Count
0.02
Destination IP
0.01
Source IP
0.01
CWE Flag Count
0.01
Down/Up Ratio
0.01
ACK Flag Count
0.01
Inbound
0.01
Label
0.01
Fwd PSH Flags
0.01
RST Flag Count
0.01
SYN Flag Count
0.00
Bwd PSH Flags
0.00
Fwd URG Flags
0.00
MOST FREQUENT VALUES
72
21
<0.1%
65585
21
<0.1%
49414
21
<0.1%
13239
21
<0.1%
2370
21
<0.1%
67076
21
<0.1%
41407
21
<0.1%
25754
21
<0.1%
26383
21
<0.1%
10935
21
<0.1%
73586
21
<0.1%
18400
21
<0.1%
8345
21
<0.1%
23901
21
<0.1%
37551
21
<0.1%
SMALLEST VALUES
0
21
<0.1%
1
21
<0.1%
2
21
<0.1%
3
21
<0.1%
4
21
<0.1%
5
21
<0.1%
6
21
<0.1%
7
21
<0.1%
8
21
<0.1%
9
21
<0.1%
10
21
<0.1%
11
21
<0.1%
12
21
<0.1%
13
21
<0.1%
14
21
<0.1%
LARGEST VALUES
131733
1
<0.1%
131732
1
<0.1%
131731
1
<0.1%
131730
1
<0.1%
131729
1
<0.1%
131728
1
<0.1%
131727
1
<0.1%
131726
1
<0.1%
131725
1
<0.1%
131724
1
<0.1%
131723
1
<0.1%
131722
1
<0.1%
131721
1
<0.1%
131720
1
<0.1%
131719
1
<0.1%
Flow ID
MISSING:
---
22
<1%
-
-
172.16.0.5-192.168.50.1-0-0-0
22
<1%
-
-
172.16.0.5-192.168.50.1-759-42717-17
22
<1%
-
-
192.168.50.253-224.0.0.5-0-0-0
22
<1%
-
-
192.168.50.254-224.0.0.5-0-0-0
12
<1%
-
-
8.0.6.4-8.6.0.1-0-0-0
12
<1%
-
-
192.168.50.6-23.194.142.213-57652-443-6
12
<1%
-
-
172.217.9.226-192.168.50.7-443-52011-6
10
<1%
-
-
192.168.50.6-23.194.142.213-57642-443-6
8
<1%
-
-
162.248.19.151-192.168.50.6-443-57651-6
8
<1%
-
-
162.248.19.151-192.168.50.6-443-57656-6
7
<1%
-
-
172.217.10.102-192.168.50.6-443-57635-6
7
<1%
-
-
172.217.11.2-192.168.50.7-443-51998-6
7
<1%
-
-
172.217.7.2-192.168.50.7-443-51999-6
7
<1%
-
-
172.217.6.194-192.168.50.6-443-57643-6
7
<1%
-
-
172.217.7.4-192.168.50.6-443-57641-6
7
<1%
-
-
172.16.0.5-192.168.50.1-672-44216-17
7
<1%
-
-
172.217.10.102-192.168.50.6-443-57637-6
7
<1%
-
-
192.168.50.6-216.58.219.193-57634-443-6
7
<1%
-
-
172.217.3.106-192.168.50.6-443-57659-6
7
<1%
-
-
172.217.11.2-192.168.50.7-443-52005-6
7
<1%
-
-
172.217.10.130-192.168.50.6-443-57626-6
7
<1%
-
-
172.217.10.102-192.168.50.7-443-52009-6
6
<1%
-
-
172.16.0.5-192.168.50.1-33290-22-6
6
<1%
-
-
192.168.50.6-216.58.219.206-57648-80-6
6
<1%
-
-
192.168.50.6-72.21.91.29-57655-80-6
6
<1%
-
-
192.168.50.6-38.69.238.19-57654-80-6
6
<1%
-
-
255.255.255.255-0.0.0.0-67-68-17
6
<1%
-
-
172.16.0.5-192.168.50.1-830-44216-17
6
<1%
-
-
192.168.50.6-216.58.219.206-57650-80-6
6
<1%
-
-
192.168.50.6-216.58.219.206-57649-80-6
6
<1%
-
-
192.168.50.6-216.58.219.206-57646-80-6
6
<1%
-
-
192.168.50.6-216.58.219.206-57647-80-6
6
<1%
-
-
172.217.7.14-192.168.50.7-80-52008-6
6
<1%
-
-
172.217.11.38-192.168.50.7-443-52007-6
6
<1%
-
-
192.168.50.7-216.58.219.196-52006-443-6
6
<1%
-
-
172.217.10.226-192.168.50.6-443-57662-6
6
<1%
-
-
172.217.11.2-192.168.50.6-443-57628-6
6
<1%
-
-
192.168.50.7-216.58.219.194-52010-443-6
6
<1%
-
-
172.217.7.10-192.168.50.6-443-57630-6
6
<1%
-
-
192.168.50.6-216.58.219.206-57631-80-6
6
<1%
-
-
172.217.11.33-192.168.50.7-443-52004-6
6
<1%
-
-
172.217.11.2-192.168.50.7-443-52000-6
6
<1%
-
-
192.168.50.6-216.58.219.226-57645-443-6
6
<1%
-
-
172.217.11.2-192.168.50.6-443-57629-6
5
<1%
-
-
172.217.3.42-192.168.50.1-443-53606-6
5
<1%
-
-
192.168.50.6-216.58.219.226-57597-443-6
5
<1%
-
-
192.168.50.1-23.194.109.223-33862-443-6
5
<1%
-
-
172.16.0.5-192.168.50.1-989-24934-17
5
<1%
-
-
172.16.0.5-192.168.50.1-818-137-17
5
<1%
-
-
172.16.0.5-192.168.50.1-957-137-17
5
<1%
-
-
172.16.0.5-192.168.50.1-36876-22-6
5
<1%
-
-
192.168.50.6-34.201.83.115-57661-443-6
5
<1%
-
-
192.168.50.6-34.201.83.115-57660-443-6
5
<1%
-
-
192.168.50.6-34.205.244.84-57657-443-6
5
<1%
-
-
192.168.50.6-34.205.244.84-57644-443-6
5
<1%
-
-
192.168.50.1-23.194.109.223-33864-443-6
5
<1%
-
-
192.168.50.7-52.173.24.17-50107-443-6
5
<1%
-
-
172.217.12.129-192.168.50.6-443-57619-6
5
<1%
-
-
192.168.50.6-23.33.85.123-57621-80-6
4
<1%
-
-
192.168.50.6-23.46.18.11-57622-80-6
2.6M
>99%
-
-
(Other)
Source IP
MISSING:
---
TOP CATEGORIES
172.16.0.5
2.6M
>99%
192.168.50.1
984
<1%
192.168.50.6
369
<1%
192.168.50.7
199
<1%
192.168.50.253
23
<1%
192.168.50.254
22
<1%
8.6.0.1
12
<1%
192.168.50.8
9
<1%
172.217.11.2
9
<1%
74.208.236.171
8
<1%
172.217.10.102
8
<1%
216.58.219.206
8
<1%
216.58.219.226
6
<1%
23.194.109.223
6
<1%
162.248.19.151
6
<1%
0.0.0.0
6
<1%
72.21.91.29
5
<1%
(Other)
51
<1%
ALL
2.6M
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Source IP
PROVIDES INFORMATION ON...
Bwd PSH Flags
1.00
Fwd URG Flags
1.00
Bwd URG Flags
1.00
FIN Flag Count
1.00
PSH Flag Count
1.00
ECE Flag Count
1.00
Fwd Avg Bytes/Bulk
1.00
Fwd Avg Packets/Bulk
1.00
Fwd Avg Bulk Rate
1.00
Bwd Avg Bytes/Bulk
1.00
Bwd Avg Packets/Bulk
1.00
Bwd Avg Bulk Rate
1.00
SimillarHTTP
1.00
Inbound
1.00

THESE FEATURES
GIVE INFORMATION
ON Source IP:
Destination IP
0.96
Inbound
0.80
Label
0.41
Protocol
0.28
Down/Up Ratio
0.28
URG Flag Count
0.21
CWE Flag Count
0.10
Fwd PSH Flags
0.06
RST Flag Count
0.06
ACK Flag Count
0.04
SYN Flag Count
0.01
Bwd PSH Flags
0.00
Fwd URG Flags
0.00
Bwd URG Flags
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Source IP
CORRELATION RATIO WITH...
Flow IAT Min
0.87
Fwd IAT Min
0.87
Bwd Packet Length Min
0.62
Bwd Packets/s
0.44
Bwd Packet Length Mean
0.37
Avg Bwd Segment Size
0.37
Bwd IAT Mean
0.35
Active Max
0.33
Active Mean
0.33
Active Min
0.32
Bwd Packet Length Max
0.32
Bwd IAT Min
0.32
Flow Duration
0.31
Fwd IAT Total
0.31
Source Port
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Fwd Packet Length Max
-0.57
Max Packet Length
-0.57
Fwd Packet Length Mean
-0.57
Avg Fwd Segment Size
-0.57
Packet Length Mean
-0.56
Fwd Packet Length Min
-0.56
Min Packet Length
-0.56
Average Packet Size
-0.53
Flow Bytes/s
-0.21
Total Length of Fwd Packets
-0.10
Subflow Fwd Bytes
-0.10
Fwd Packet Length Std
0.07
Packet Length Std
0.07
Unnamed: 0
0.04

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Source IP
0.05
Destination IP
0.05
Protocol
0.03
Down/Up Ratio
0.03
CWE Flag Count
0.03
URG Flag Count
0.02
Inbound
0.02
SYN Flag Count
0.01
Label
0.00
ACK Flag Count
0.00
Fwd PSH Flags
0.00
RST Flag Count
0.00
Bwd PSH Flags
0.00
Fwd URG Flags
0.00
MOST FREQUENT VALUES
672
16,910
0.6%
32768
3,469
0.1%
50079
556
<0.1%
49824
180
<0.1%
56031
177
<0.1%
40537
175
<0.1%
40810
175
<0.1%
37698
171
<0.1%
46878
169
<0.1%
44180
168
<0.1%
42365
167
<0.1%
56063
163
<0.1%
55418
162
<0.1%
54422
161
<0.1%
35550
161
<0.1%
SMALLEST VALUES
0
79
<0.1%
22
35
<0.1%
68
6
<0.1%
80
128
<0.1%
135
5
<0.1%
138
1
<0.1%
139
6
<0.1%
161
1
<0.1%
443
75
<0.1%
445
4
<0.1%
465
1
<0.1%
512
82
<0.1%
513
56
<0.1%
514
55
<0.1%
515
53
<0.1%
LARGEST VALUES
65529
126
<0.1%
65527
1
<0.1%
65526
1
<0.1%
65525
1
<0.1%
65511
1
<0.1%
65510
1
<0.1%
65505
1
<0.1%
65480
1
<0.1%
65464
1
<0.1%
65462
2
<0.1%
65459
1
<0.1%
65446
1
<0.1%
65438
1
<0.1%
65434
1
<0.1%
65433
1
<0.1%
Destination IP
MISSING:
---
TOP CATEGORIES
192.168.50.1
2.6M
>99%
172.16.0.5
968
<1%
4.2.2.4
189
<1%
192.168.50.6
72
<1%
8.8.8.8
67
<1%
224.0.0.5
44
<1%
172.217.11.2
31
<1%
74.208.236.171
30
<1%
192.168.50.7
29
<1%
216.58.219.206
28
<1%
23.194.142.213
23
<1%
172.217.10.102
21
<1%
216.58.219.226
18
<1%
72.21.91.29
13
<1%
8.0.6.4
12
<1%
172.217.9.226
11
<1%
23.194.109.223
11
<1%
(Other)
158
<1%
ALL
2.6M
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Destination IP
PROVIDES INFORMATION ON...
Bwd PSH Flags
1.00
Fwd URG Flags
1.00
Bwd URG Flags
1.00
FIN Flag Count
1.00
PSH Flag Count
1.00
ECE Flag Count
1.00
Fwd Avg Bytes/Bulk
1.00
Fwd Avg Packets/Bulk
1.00
Fwd Avg Bulk Rate
1.00
Bwd Avg Bytes/Bulk
1.00
Bwd Avg Packets/Bulk
1.00
Bwd Avg Bulk Rate
1.00
SimillarHTTP
1.00
Inbound
1.00

THESE FEATURES
GIVE INFORMATION
ON Destination IP:
Source IP
0.91
Inbound
0.76
Label
0.39
Protocol
0.29
Down/Up Ratio
0.27
URG Flag Count
0.21
CWE Flag Count
0.10
Fwd PSH Flags
0.07
RST Flag Count
0.07
ACK Flag Count
0.04
SYN Flag Count
0.01
Bwd PSH Flags
0.00
Fwd URG Flags
0.00
Bwd URG Flags
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Destination IP
CORRELATION RATIO WITH...
Bwd Packet Length Min
0.87
Flow IAT Min
0.87
Fwd IAT Min
0.87
Bwd IAT Mean
0.62
Bwd IAT Std
0.58
Bwd IAT Max
0.55
Bwd IAT Total
0.53
Bwd Packet Length Mean
0.46
Avg Bwd Segment Size
0.46
Bwd Packet Length Max
0.45
Packet Length Variance
0.45
Fwd IAT Total
0.44
Flow Duration
0.44
Bwd Packet Length Std
0.40
Destination Port
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Bwd Packet Length Min
-0.02
Avg Bwd Segment Size
-0.02
Bwd Packet Length Mean
-0.02
Init_Win_bytes_forward
-0.01
Bwd Packet Length Max
-0.01
Bwd Packet Length Std
-0.01
Total Backward Packets
-0.01
Subflow Bwd Packets
-0.01
Bwd IAT Mean
-0.01
Flow Duration
-0.01
Fwd IAT Total
-0.01
Bwd IAT Std
-0.01
Bwd IAT Total
-0.01
Packet Length Variance
-0.01

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Destination IP
0.03
Source IP
0.03
Down/Up Ratio
0.02
Label
0.02
Protocol
0.02
ACK Flag Count
0.02
Inbound
0.02
URG Flag Count
0.01
Fwd PSH Flags
0.01
RST Flag Count
0.01
CWE Flag Count
0.01
SYN Flag Count
0.00
Bwd PSH Flags
0.00
Fwd URG Flags
0.00
MOST FREQUENT VALUES
80
298
<0.1%
53
259
<0.1%
443
225
<0.1%
5450
143
<0.1%
51774
143
<0.1%
58956
139
<0.1%
26580
136
<0.1%
27049
132
<0.1%
36466
129
<0.1%
36498
129
<0.1%
54681
128
<0.1%
26629
127
<0.1%
15443
126
<0.1%
39181
126
<0.1%
9843
124
<0.1%
SMALLEST VALUES
0
79
<0.1%
3
9
<0.1%
4
4
<0.1%
5
8
<0.1%
6
3
<0.1%
8
1
<0.1%
9
1
<0.1%
10
3
<0.1%
11
13
<0.1%
12
4
<0.1%
16
8
<0.1%
18
7
<0.1%
20
4
<0.1%
21
3
<0.1%
22
91
<0.1%
LARGEST VALUES
65535
24
<0.1%
65534
7
<0.1%
65533
33
<0.1%
65532
50
<0.1%
65531
32
<0.1%
65530
81
<0.1%
65529
23
<0.1%
65528
29
<0.1%
65527
32
<0.1%
65526
43
<0.1%
65525
36
<0.1%
65524
52
<0.1%
65523
75
<0.1%
65522
36
<0.1%
65521
45
<0.1%
Protocol
MISSING:
---
TOP CATEGORIES
17
2.6M
>99%
6
921
<1%
0
79
<1%
ALL
2.6M
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Protocol
PROVIDES INFORMATION ON...
Bwd PSH Flags
1.00
Fwd URG Flags
1.00
Bwd URG Flags
1.00
FIN Flag Count
1.00
PSH Flag Count
1.00
ECE Flag Count
1.00
Fwd Avg Bytes/Bulk
1.00
Fwd Avg Packets/Bulk
1.00
Fwd Avg Bulk Rate
1.00
Bwd Avg Bytes/Bulk
1.00
Bwd Avg Packets/Bulk
1.00
Bwd Avg Bulk Rate
1.00
SimillarHTTP
1.00
URG Flag Count
0.91

THESE FEATURES
GIVE INFORMATION
ON Protocol:
URG Flag Count
0.60
Destination IP
0.56
Source IP
0.52
Down/Up Ratio
0.43
Label
0.39
Inbound
0.36
CWE Flag Count
0.34
ACK Flag Count
0.24
Fwd PSH Flags
0.12
RST Flag Count
0.12
SYN Flag Count
0.02
Bwd PSH Flags
0.00
Fwd URG Flags
0.00
Bwd URG Flags
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Protocol
CORRELATION RATIO WITH...
Init_Win_bytes_forward
0.45
Bwd Packets/s
0.45
Total Backward Packets
0.40
Subflow Bwd Packets
0.40
Bwd Packet Length Std
0.40
Bwd Packet Length Max
0.38
Bwd Packet Length Mean
0.34
Avg Bwd Segment Size
0.34
Flow Duration
0.34
Fwd IAT Total
0.34
Bwd IAT Mean
0.29
Packet Length Variance
0.29
Bwd IAT Total
0.28
Init_Win_bytes_backward
0.28
Timestamp
MISSING:
---
2
<1%
-
-
2018-12-01 12:32:45.840900
2
<1%
-
-
2018-12-01 12:27:33.164712
2
<1%
-
-
2018-12-01 12:33:00.804189
2
<1%
-
-
2018-12-01 12:36:18.905026
2
<1%
-
-
2018-12-01 12:27:44.114735
2
<1%
-
-
2018-12-01 12:27:12.785848
2
<1%
-
-
2018-12-01 12:30:08.028694
2
<1%
-
-
2018-12-01 12:35:55.201304
2
<1%
-
-
2018-12-01 12:28:02.819772
2
<1%
-
-
2018-12-01 12:27:44.318626
2
<1%
-
-
2018-12-01 12:34:50.271567
2
<1%
-
-
2018-12-01 12:32:07.521030
2
<1%
-
-
2018-12-01 12:28:02.819937
2
<1%
-
-
2018-12-01 12:35:55.113692
2
<1%
-
-
2018-12-01 12:34:27.516215
2
<1%
-
-
2018-12-01 12:36:19.101112
2
<1%
-
-
2018-12-01 12:31:10.930137
2
<1%
-
-
2018-12-01 12:36:18.977316
2
<1%
-
-
2018-12-01 12:36:19.122520
2
<1%
-
-
2018-12-01 12:27:14.144361
2
<1%
-
-
2018-12-01 12:35:19.737764
2
<1%
-
-
2018-12-01 12:36:36.006677
2
<1%
-
-
2018-12-01 12:35:33.941961
2
<1%
-
-
2018-12-01 12:36:19.110336
2
<1%
-
-
2018-12-01 12:27:33.234161
2
<1%
-
-
2018-12-01 12:33:30.005711
2
<1%
-
-
2018-12-01 12:36:19.003897
2
<1%
-
-
2018-12-01 12:33:10.536454
2
<1%
-
-
2018-12-01 12:27:25.772381
2
<1%
-
-
2018-12-01 12:36:19.076538
2
<1%
-
-
2018-12-01 12:32:25.255578
2
<1%
-
-
2018-12-01 12:36:11.184861
2
<1%
-
-
2018-12-01 12:27:25.165141
2
<1%
-
-
2018-12-01 12:27:12.749860
2
<1%
-
-
2018-12-01 12:28:04.858487
2
<1%
-
-
2018-12-01 12:27:09.416679
2
<1%
-
-
2018-12-01 12:27:42.833320
2
<1%
-
-
2018-12-01 12:27:33.190298
2
<1%
-
-
2018-12-01 12:35:06.996139
2
<1%
-
-
2018-12-01 12:27:25.961795
2
<1%
-
-
2018-12-01 12:35:39.477316
2
<1%
-
-
2018-12-01 12:36:42.369197
2
<1%
-
-
2018-12-01 12:27:40.127154
2
<1%
-
-
2018-12-01 12:30:16.430413
2
<1%
-
-
2018-12-01 12:27:36.865949
2
<1%
-
-
2018-12-01 12:30:53.486758
2
<1%
-
-
2018-12-01 12:28:04.859203
2
<1%
-
-
2018-12-01 12:27:33.158096
2
<1%
-
-
2018-12-01 12:27:33.167687
2
<1%
-
-
2018-12-01 12:27:42.430709
2
<1%
-
-
2018-12-01 12:36:42.370392
2
<1%
-
-
2018-12-01 12:28:04.861195
2
<1%
-
-
2018-12-01 12:27:57.576273
2
<1%
-
-
2018-12-01 12:36:18.991507
1
<1%
-
-
2018-12-01 12:34:19.242972
1
<1%
-
-
2018-12-01 12:34:19.243709
1
<1%
-
-
2018-12-01 12:34:19.243711
1
<1%
-
-
2018-12-01 12:34:19.251231
1
<1%
-
-
2018-12-01 12:34:19.243650
1
<1%
-
-
2018-12-01 12:34:19.243648
2.6M
>99%
-
-
(Other)
Flow Duration
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Fwd IAT Total
1.00
Flow IAT Max
0.81
Fwd IAT Max
0.81
Idle Max
0.78
Idle Mean
0.75
Fwd IAT Mean
0.72
Fwd IAT Std
0.72
Idle Min
0.72
Flow IAT Std
0.70
Flow IAT Mean
0.68
Bwd IAT Total
0.65
Bwd IAT Max
0.56
Bwd IAT Std
0.54
Bwd IAT Mean
0.50

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Destination IP
0.44
Protocol
0.34
Source IP
0.31
Label
0.22
Inbound
0.16
ACK Flag Count
0.12
URG Flag Count
0.12
Down/Up Ratio
0.10
Fwd PSH Flags
0.06
RST Flag Count
0.06
SYN Flag Count
0.01
CWE Flag Count
0.00
Bwd PSH Flags
0.00
Fwd URG Flags
0.00
MOST FREQUENT VALUES
1
939,707
36.0%
2
179,183
6.9%
48
45,306
1.7%
0
42,050
1.6%
49
29,050
1.1%
3
21,964
0.8%
47
21,399
0.8%
46
13,011
0.5%
50
10,279
0.4%
45
6,589
0.3%
51
6,089
0.2%
4
4,627
0.2%
5
4,175
0.2%
44
2,117
<0.1%
52
2,033
<0.1%
SMALLEST VALUES
0
42,050
1.6%
1
939,707
36.0%
2
179,183
6.9%
3
21,964
0.8%
4
4,627
0.2%
5
4,175
0.2%
6
1,629
<0.1%
7
551
<0.1%
8
263
<0.1%
9
132
<0.1%
10
88
<0.1%
11
78
<0.1%
12
78
<0.1%
13
52
<0.1%
14
35
<0.1%
LARGEST VALUES
119714230
1
<0.1%
118089241
1
<0.1%
118089025
1
<0.1%
118061513
1
<0.1%
118001806
1
<0.1%
117983965
1
<0.1%
117879180
1
<0.1%
117495566
1
<0.1%
117457213
1
<0.1%
117445924
1
<0.1%
117172287
1
<0.1%
117005458
1
<0.1%
116060574
1
<0.1%
116029831
1
<0.1%
116029755
1
<0.1%
Total Fwd Packets
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Subflow Fwd Packets
1.00
Total Backward Packets
0.38
Subflow Bwd Packets
0.38
Bwd IAT Total
0.24
Fwd IAT Total
0.18
Flow Duration
0.18
act_data_pkt_fwd
0.10
Total Length of Fwd Packets
0.10
Subflow Fwd Bytes
0.10
Packet Length Std
0.06
Fwd Packet Length Std
0.06
Flow Packets/s
-0.05
Fwd Packets/s
-0.05
Flow Bytes/s
-0.05

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Protocol
0.12
ACK Flag Count
0.00
Destination IP
0.00
Source IP
0.00
Down/Up Ratio
0.00
Label
0.00
CWE Flag Count
0.00
URG Flag Count
0.00
Fwd PSH Flags
0.00
RST Flag Count
0.00
SYN Flag Count
0.00
Inbound
0.00
Bwd PSH Flags
0.00
Fwd URG Flags
0.00
MOST FREQUENT VALUES
2
1.3M
50.8%
4
788,446
30.2%
6
430,023
16.5%
20
36,422
1.4%
16
18,731
0.7%
24
6,151
0.2%
12
2,070
<0.1%
8
719
<0.1%
14
631
<0.1%
18
590
<0.1%
84
465
<0.1%
10
418
<0.1%
1
317
<0.1%
44
204
<0.1%
34
127
<0.1%
SMALLEST VALUES
1
317
<0.1%
2
1.3M
50.8%
3
42
<0.1%
4
788,446
30.2%
5
51
<0.1%
6
430,023
16.5%
7
8
<0.1%
8
719
<0.1%
9
28
<0.1%
10
418
<0.1%
11
9
<0.1%
12
2,070
<0.1%
13
5
<0.1%
14
631
<0.1%
15
4
<0.1%
LARGEST VALUES
49476
1
<0.1%
950
1
<0.1%
750
1
<0.1%
442
1
<0.1%
398
1
<0.1%
350
1
<0.1%
340
1
<0.1%
264
1
<0.1%
256
1
<0.1%
206
1
<0.1%
188
1
<0.1%
186
1
<0.1%
168
60
<0.1%
162
1
<0.1%
154
1
<0.1%
Total Backward Packets
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Subflow Bwd Packets
1.00
Total Length of Bwd Packets
0.63
Subflow Bwd Bytes
0.63
Bwd Packet Length Max
0.48
Bwd IAT Total
0.46
Avg Bwd Segment Size
0.43
Bwd Packet Length Mean
0.43
Bwd Packet Length Std
0.43
Packet Length Variance
0.39
Total Fwd Packets
0.38
Subflow Fwd Packets
0.38
Flow Duration
0.30
Fwd IAT Total
0.30
Init_Win_bytes_forward
0.26

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Protocol
0.40
ACK Flag Count
0.37
Destination IP
0.31
Down/Up Ratio
0.27
Source IP
0.23
Label
0.22
Inbound
0.15
URG Flag Count
0.11
CWE Flag Count
0.06
Fwd PSH Flags
0.05
RST Flag Count
0.05
SYN Flag Count
0.02
Bwd PSH Flags
0.00
Fwd URG Flags
0.00
MOST FREQUENT VALUES
0
2.6M
>99.9%
2
553
<0.1%
1
109
<0.1%
6
78
<0.1%
4
46
<0.1%
3
46
<0.1%
8
27
<0.1%
9
26
<0.1%
24
20
<0.1%
10
15
<0.1%
18
11
<0.1%
7
9
<0.1%
17
7
<0.1%
13
6
<0.1%
5
6
<0.1%
SMALLEST VALUES
0
2.6M
>99.9%
1
109
<0.1%
2
553
<0.1%
3
46
<0.1%
4
46
<0.1%
5
6
<0.1%
6
78
<0.1%
7
9
<0.1%
8
27
<0.1%
9
26
<0.1%
10
15
<0.1%
12
5
<0.1%
13
6
<0.1%
14
2
<0.1%
15
3
<0.1%
LARGEST VALUES
260
1
<0.1%
214
2
<0.1%
153
1
<0.1%
134
1
<0.1%
103
1
<0.1%
90
1
<0.1%
82
3
<0.1%
78
1
<0.1%
66
1
<0.1%
64
1
<0.1%
62
1
<0.1%
60
1
<0.1%
58
1
<0.1%
50
2
<0.1%
48
1
<0.1%
Total Length of Fwd Packets
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Subflow Fwd Bytes
1.00
act_data_pkt_fwd
0.97
Packet Length Std
0.48
Fwd Packet Length Std
0.48
Flow Packets/s
-0.42
Fwd Packets/s
-0.41
Flow Bytes/s
-0.33
Fwd IAT Total
0.21
Flow Duration
0.21
Fwd Packet Length Max
0.18
Max Packet Length
0.18
Fwd Header Length
-0.14
Fwd Header Length.1
-0.14
Flow IAT Mean
0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Destination IP
0.02
Source IP
0.02
Inbound
0.02
URG Flag Count
0.02
Down/Up Ratio
0.02
Protocol
0.02
CWE Flag Count
0.01
Label
0.01
Fwd PSH Flags
0.01
RST Flag Count
0.01
SYN Flag Count
0.00
ACK Flag Count
0.00
Bwd PSH Flags
0.00
Fwd URG Flags
0.00
MOST FREQUENT VALUES
802.0
377,494
14.5%
750.0
377,317
14.4%
766.0
377,205
14.4%
1398.0
375,125
14.4%
1438.0
374,721
14.3%
2088.0
373,738
14.3%
7242.0
36,212
1.4%
2944.0
23,769
0.9%
776.0
22,097
0.8%
772.0
22,006
0.8%
2054.0
21,721
0.8%
4988.0
6,206
0.2%
796.0
5,357
0.2%
832.0
5,352
0.2%
760.0
5,269
0.2%
SMALLEST VALUES
0.0
626
<0.1%
2.0
5
<0.1%
4.0
5
<0.1%
6.0
24
<0.1%
8.0
6
<0.1%
10.0
8
<0.1%
22.0
3
<0.1%
31.0
23
<0.1%
35.0
1
<0.1%
41.0
2
<0.1%
50.0
16
<0.1%
52.0
1
<0.1%
54.0
1
<0.1%
58.0
2
<0.1%
62.0
52
<0.1%
LARGEST VALUES
59076.0
60
<0.1%
54002.0
1
<0.1%
49282.0
1
<0.1%
31394.0
1
<0.1%
30924.0
463
<0.1%
28950.0
2
<0.1%
23656.0
1
<0.1%
23360.0
1
<0.1%
22852.0
89
<0.1%
22760.0
2
<0.1%
21748.0
40
<0.1%
21740.0
164
<0.1%
21654.0
1
<0.1%
21310.0
1
<0.1%
20616.0
6
<0.1%
Total Length of Bwd Packets
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Subflow Bwd Bytes
1.00
Total Backward Packets
0.63
Subflow Bwd Packets
0.63
Bwd Packet Length Mean
0.52
Avg Bwd Segment Size
0.52
Packet Length Variance
0.48
Bwd Packet Length Max
0.44
Bwd Packet Length Std
0.41
Init_Win_bytes_forward
0.16
Packet Length Std
0.12
Bwd IAT Max
0.10
Bwd IAT Total
0.09
Bwd IAT Std
0.07
Flow Duration
0.06

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Destination IP
0.33
ACK Flag Count
0.23
Down/Up Ratio
0.15
Protocol
0.13
Source IP
0.13
Label
0.12
Inbound
0.08
URG Flag Count
0.01
CWE Flag Count
0.01
Fwd PSH Flags
0.00
RST Flag Count
0.00
SYN Flag Count
0.00
Bwd PSH Flags
0.00
Fwd URG Flags
0.00
MOST FREQUENT VALUES
0.0
2.6M
>99.9%
92.0
51
<0.1%
4290.0
30
<0.1%
2146.0
28
<0.1%
2834.0
20
<0.1%
94.0
15
<0.1%
118.0
14
<0.1%
204.0
14
<0.1%
116.0
12
<0.1%
114.0
9
<0.1%
62.0
8
<0.1%
188.0
8
<0.1%
102.0
7
<0.1%
82.0
7
<0.1%
172.0
7
<0.1%
SMALLEST VALUES
0.0
2.6M
>99.9%
8.0
2
<0.1%
62.0
8
<0.1%
70.0
6
<0.1%
74.0
1
<0.1%
76.0
1
<0.1%
82.0
7
<0.1%
84.0
1
<0.1%
92.0
51
<0.1%
94.0
15
<0.1%
96.0
3
<0.1%
102.0
7
<0.1%
104.0
4
<0.1%
110.0
2
<0.1%
112.0
3
<0.1%
LARGEST VALUES
344958.0
1
<0.1%
180256.0
1
<0.1%
108896.0
1
<0.1%
80490.0
1
<0.1%
67668.0
1
<0.1%
61660.0
1
<0.1%
43792.0
1
<0.1%
43608.0
1
<0.1%
29200.0
2
<0.1%
28622.0
1
<0.1%
23056.0
1
<0.1%
16756.0
1
<0.1%
14946.0
1
<0.1%
12782.0
1
<0.1%
12332.0
1
<0.1%
Fwd Packet Length Max
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Max Packet Length
1.00
Fwd Packet Length Mean
0.99
Avg Fwd Segment Size
0.99
Packet Length Mean
0.99
Fwd Packet Length Min
0.97
Min Packet Length
0.97
Average Packet Size
0.93
Source Port
-0.57
Flow Bytes/s
0.37
Total Length of Fwd Packets
0.18
Subflow Fwd Bytes
0.18
Fwd Packet Length Std
-0.12
Packet Length Std
-0.11
Unnamed: 0
-0.07

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Destination IP
0.04
URG Flag Count
0.04
Down/Up Ratio
0.04
Protocol
0.04
Source IP
0.04
CWE Flag Count
0.04
Label
0.04
Inbound
0.03
Fwd PSH Flags
0.02
RST Flag Count
0.02
SYN Flag Count
0.01
ACK Flag Count
0.00
Bwd PSH Flags
0.00
Fwd URG Flags
0.00
MOST FREQUENT VALUES
401.0
416,239
15.9%
393.0
378,229
14.5%
375.0
377,512
14.5%
389.0
377,363
14.5%
383.0
377,238
14.4%
369.0
376,929
14.4%
1472.0
23,810
0.9%
374.0
22,746
0.9%
388.0
22,218
0.9%
386.0
22,141
0.8%
384.0
7,771
0.3%
349.0
6,308
0.2%
486.0
6,282
0.2%
330.0
6,041
0.2%
485.0
5,714
0.2%
SMALLEST VALUES
0.0
626
<0.1%
1.0
51
<0.1%
25.0
16
<0.1%
27.0
1
<0.1%
29.0
2
<0.1%
31.0
79
<0.1%
32.0
15
<0.1%
33.0
11
<0.1%
34.0
2
<0.1%
35.0
13
<0.1%
36.0
111
<0.1%
37.0
12
<0.1%
38.0
15
<0.1%
39.0
3
<0.1%
40.0
8
<0.1%
LARGEST VALUES
3063.0
1
<0.1%
2983.0
1
<0.1%
2975.0
1
<0.1%
2920.0
1
<0.1%
2913.0
1
<0.1%
2907.0
1
<0.1%
2901.0
1
<0.1%
2898.0
1
<0.1%
2304.0
1
<0.1%
1889.0
1
<0.1%
1819.0
1
<0.1%
1818.0
1
<0.1%
1720.0
1
<0.1%
1703.0
1
<0.1%
1692.0
1
<0.1%
Fwd Packet Length Min
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Min Packet Length
1.00
Packet Length Mean
1.00
Fwd Packet Length Mean
1.00
Avg Fwd Segment Size
1.00
Average Packet Size
0.99
Fwd Packet Length Max
0.97
Max Packet Length
0.97
Source Port
-0.56
Flow Bytes/s
0.52
Fwd Packet Length Std
-0.33
Packet Length Std
-0.33
Flow Packets/s
0.22
Fwd Packets/s
0.22
act_data_pkt_fwd
-0.20

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Protocol
0.05
Down/Up Ratio
0.04
Destination IP
0.04
Source IP
0.04
Label
0.04
URG Flag Count
0.04
CWE Flag Count
0.03
Inbound
0.03
ACK Flag Count
0.03
Fwd PSH Flags
0.02
RST Flag Count
0.02
SYN Flag Count
0.01
Bwd PSH Flags
0.00
Fwd URG Flags
0.00
MOST FREQUENT VALUES
330.0
757,258
29.0%
321.0
415,908
15.9%
401.0
377,530
14.5%
383.0
377,382
14.5%
375.0
377,317
14.4%
322.0
24,744
0.9%
1472.0
23,810
0.9%
388.0
22,191
0.8%
386.0
22,006
0.8%
345.0
11,476
0.4%
416.0
6,799
0.3%
275.0
6,256
0.2%
427.0
5,617
0.2%
380.0
5,414
0.2%
398.0
5,357
0.2%
SMALLEST VALUES
0.0
959
<0.1%
1.0
37
<0.1%
25.0
17
<0.1%
27.0
1
<0.1%
29.0
2
<0.1%
31.0
41
<0.1%
32.0
15
<0.1%
33.0
11
<0.1%
34.0
2
<0.1%
35.0
13
<0.1%
36.0
111
<0.1%
37.0
12
<0.1%
38.0
12
<0.1%
39.0
3
<0.1%
40.0
8
<0.1%
LARGEST VALUES
1472.0
23,810
0.9%
1471.0
3
<0.1%
1470.0
14
<0.1%
1469.0
1
<0.1%
1468.0
10
<0.1%
1467.0
23
<0.1%
1466.0
12
<0.1%
1465.0
12
<0.1%
1464.0
1,011
<0.1%
1463.0
4
<0.1%
1461.0
26
<0.1%
1460.0
9
<0.1%
1459.0
9
<0.1%
1458.0
25
<0.1%
1457.0
38
<0.1%
Fwd Packet Length Mean
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Avg Fwd Segment Size
1.00
Packet Length Mean
1.00
Fwd Packet Length Min
1.00
Min Packet Length
1.00
Fwd Packet Length Max
0.99
Max Packet Length
0.99
Average Packet Size
0.97
Source Port
-0.57
Flow Bytes/s
0.46
Fwd Packet Length Std
-0.24
Packet Length Std
-0.24
Flow Packets/s
0.14
Fwd Packets/s
0.14
act_data_pkt_fwd
-0.14

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Protocol
0.05
Down/Up Ratio
0.05
Destination IP
0.04
Source IP
0.04
Label
0.04
URG Flag Count
0.04
CWE Flag Count
0.03
Inbound
0.03
ACK Flag Count
0.02
Fwd PSH Flags
0.02
RST Flag Count
0.02
SYN Flag Count
0.01
Bwd PSH Flags
0.00
Fwd URG Flags
0.00
MOST FREQUENT VALUES
401.0
377,494
14.5%
375.0
377,317
14.4%
383.0
377,213
14.4%
349.5
375,125
14.4%
359.5
374,721
14.3%
348.0
373,804
14.3%
362.1
36,213
1.4%
1472.0
23,810
0.9%
386.0
22,182
0.8%
388.0
22,097
0.8%
342.3333333333333
21,721
0.8%
363.0
6,555
0.3%
311.75
6,193
0.2%
398.0
5,357
0.2%
416.0
5,352
0.2%
SMALLEST VALUES
0.0
626
<0.1%
0.8
2
<0.1%
0.8571428571428572
2
<0.1%
0.8888888888888888
1
<0.1%
0.9090909090909092
6
<0.1%
0.9565217391304348
3
<0.1%
1.0
37
<0.1%
3.4166666666666665
2
<0.1%
5.833333333333332
1
<0.1%
9.428571428571429
1
<0.1%
12.4
3
<0.1%
14.857142857142858
1
<0.1%
15.499999999999998
6
<0.1%
15.5
23
<0.1%
17.333333333333336
1
<0.1%
LARGEST VALUES
2131.0
1
<0.1%
1472.0
23,810
0.9%
1471.0
3
<0.1%
1470.0
14
<0.1%
1469.0
1
<0.1%
1468.0
10
<0.1%
1467.0
23
<0.1%
1466.0
12
<0.1%
1465.0
12
<0.1%
1464.0
1,011
<0.1%
1463.0
4
<0.1%
1461.0
26
<0.1%
1460.0
9
<0.1%
1459.0
9
<0.1%
1458.0
25
<0.1%
Fwd Packet Length Std
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Packet Length Std
0.99
Flow Packets/s
-0.82
Fwd Packets/s
-0.79
Flow Bytes/s
-0.79
act_data_pkt_fwd
0.54
Total Length of Fwd Packets
0.48
Subflow Fwd Bytes
0.48
Average Packet Size
-0.46
Min Packet Length
-0.33
Fwd Packet Length Min
-0.33
Packet Length Mean
-0.26
Packet Length Variance
0.25
Fwd Packet Length Mean
-0.24
Avg Fwd Segment Size
-0.24

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ACK Flag Count
0.08
Destination IP
0.07
Protocol
0.05
Source IP
0.04
Label
0.02
Down/Up Ratio
0.02
Fwd PSH Flags
0.01
RST Flag Count
0.01
CWE Flag Count
0.01
URG Flag Count
0.00
Inbound
0.00
SYN Flag Count
0.00
Bwd PSH Flags
0.00
Fwd URG Flags
0.00
MOST FREQUENT VALUES
0.0
1.3M
50.9%
22.516660498395403
391,351
15.0%
34.06366588218791
388,988
14.9%
35.08845964131227
387,908
14.9%
30.127623275169363
36,215
1.4%
24.856923918028684
29,612
1.1%
33.66798677279849
17,437
0.7%
30.988169785688648
5,206
0.2%
30.63624830400953
3,384
0.1%
5.196152422706632
2,600
<0.1%
36.37306695894642
1,843
<0.1%
27.191750667212037
1,091
<0.1%
17.897858344878408
1,044
<0.1%
27.242869031059826
839
<0.1%
31.32478929286556
833
<0.1%
SMALLEST VALUES
0.0
1.3M
50.9%
0.2085144140570748
3
<0.1%
0.3015113445777636
6
<0.1%
0.3333333333333333
1
<0.1%
0.3779644730092272
2
<0.1%
0.4472135954999579
2
<0.1%
0.5773502691896313
279
<0.1%
1.0690449676496887
2
<0.1%
1.154700538379246
29
<0.1%
1.1547005383792517
1
<0.1%
1.154700538379252
1
<0.1%
1.5491933384829657
39
<0.1%
1.7320508075688772
476
<0.1%
2.0655911179772954
1
<0.1%
2.3094010767585083
25
<0.1%
LARGEST VALUES
1139.2971937068198
1
<0.1%
1057.8183655261637
1
<0.1%
977.6126022100984
1
<0.1%
976.6044607348836
1
<0.1%
906.4852759728398
1
<0.1%
893.2368859954922
1
<0.1%
880.1874069452647
1
<0.1%
861.5762244144106
1
<0.1%
751.0219999736655
1
<0.1%
651.829243465927
1
<0.1%
648.1477805674764
1
<0.1%
631.0762621722106
1
<0.1%
614.7352275573606
1
<0.1%
603.469419821204
1
<0.1%
542.5168453352646
1
<0.1%
Bwd Packet Length Max
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Bwd Packet Length Std
0.96
Bwd Packet Length Mean
0.86
Avg Bwd Segment Size
0.86
Packet Length Variance
0.79
Init_Win_bytes_forward
0.55
Total Backward Packets
0.48
Subflow Bwd Packets
0.48
Total Length of Bwd Packets
0.44
Subflow Bwd Bytes
0.44
Bwd IAT Max
0.28
Packet Length Std
0.24
Bwd IAT Total
0.24
Bwd IAT Std
0.22
Flow Duration
0.15

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ACK Flag Count
0.65
Destination IP
0.45
Protocol
0.38
Source IP
0.32
Down/Up Ratio
0.30
Label
0.29
Inbound
0.20
URG Flag Count
0.03
Fwd PSH Flags
0.03
RST Flag Count
0.03
CWE Flag Count
0.01
SYN Flag Count
0.00
Bwd PSH Flags
0.00
Fwd URG Flags
0.00
MOST FREQUENT VALUES
0.0
2.6M
>99.9%
1073.0
58
<0.1%
46.0
53
<0.1%
976.0
37
<0.1%
47.0
15
<0.1%
2860.0
15
<0.1%
59.0
14
<0.1%
102.0
14
<0.1%
58.0
12
<0.1%
57.0
9
<0.1%
94.0
8
<0.1%
31.0
8
<0.1%
51.0
7
<0.1%
93.0
7
<0.1%
705.0
7
<0.1%
SMALLEST VALUES
0.0
2.6M
>99.9%
1.0
2
<0.1%
31.0
8
<0.1%
35.0
6
<0.1%
37.0
1
<0.1%
38.0
1
<0.1%
41.0
7
<0.1%
42.0
1
<0.1%
46.0
53
<0.1%
47.0
15
<0.1%
48.0
3
<0.1%
51.0
7
<0.1%
52.0
3
<0.1%
55.0
2
<0.1%
56.0
3
<0.1%
LARGEST VALUES
3447.0
1
<0.1%
3413.0
1
<0.1%
3364.0
1
<0.1%
3177.0
1
<0.1%
3135.0
1
<0.1%
2984.0
3
<0.1%
2920.0
6
<0.1%
2896.0
1
<0.1%
2860.0
15
<0.1%
2836.0
1
<0.1%
2805.0
3
<0.1%
2733.0
1
<0.1%
2709.0
2
<0.1%
2636.0
1
<0.1%
2526.0
2
<0.1%
Bwd Packet Length Min
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Bwd IAT Min
0.27
Bwd Packet Length Mean
0.26
Avg Bwd Segment Size
0.26
Bwd Header Length
-0.14
Bwd Packet Length Max
0.08
Total Backward Packets
0.05
Subflow Bwd Packets
0.05
Fwd Packet Length Max
-0.03
Fwd Packet Length Mean
-0.02
Avg Fwd Segment Size
-0.02
Fwd Packet Length Min
-0.02
Min Packet Length
-0.02
Packet Length Mean
-0.02
Max Packet Length
-0.02

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Destination IP
0.87
Source IP
0.62
Down/Up Ratio
0.59
Label
0.54
Inbound
0.37
Fwd PSH Flags
0.10
RST Flag Count
0.10
URG Flag Count
0.05
Protocol
0.04
CWE Flag Count
0.00
ACK Flag Count
0.00
SYN Flag Count
0.00
Bwd PSH Flags
0.00
Fwd URG Flags
0.00
MOST FREQUENT VALUES
0.0
2.6M
>99.9%
46.0
29
<0.1%
47.0
15
<0.1%
102.0
14
<0.1%
59.0
14
<0.1%
58.0
12
<0.1%
57.0
9
<0.1%
61.0
9
<0.1%
94.0
8
<0.1%
86.0
7
<0.1%
97.0
7
<0.1%
93.0
7
<0.1%
41.0
7
<0.1%
51.0
7
<0.1%
35.0
6
<0.1%
SMALLEST VALUES
0.0
2.6M
>99.9%
35.0
6
<0.1%
41.0
7
<0.1%
46.0
29
<0.1%
47.0
15
<0.1%
48.0
3
<0.1%
51.0
7
<0.1%
52.0
1
<0.1%
55.0
2
<0.1%
56.0
3
<0.1%
57.0
9
<0.1%
58.0
12
<0.1%
59.0
14
<0.1%
60.0
5
<0.1%
61.0
9
<0.1%
LARGEST VALUES
327.0
1
<0.1%
315.0
1
<0.1%
307.0
1
<0.1%
297.0
1
<0.1%
281.0
1
<0.1%
257.0
2
<0.1%
255.0
3
<0.1%
212.0
2
<0.1%
211.0
1
<0.1%
195.0
2
<0.1%
188.0
1
<0.1%
183.0
2
<0.1%
177.0
2
<0.1%
176.0
2
<0.1%
165.0
2
<0.1%
Bwd Packet Length Mean
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Avg Bwd Segment Size
1.00
Bwd Packet Length Std
0.90
Bwd Packet Length Max
0.86
Packet Length Variance
0.85
Total Length of Bwd Packets
0.52
Subflow Bwd Bytes
0.52
Init_Win_bytes_forward
0.52
Total Backward Packets
0.43
Subflow Bwd Packets
0.43
Bwd Packet Length Min
0.26
Bwd IAT Max
0.24
Packet Length Std
0.24
Bwd IAT Total
0.19
Bwd IAT Std
0.19

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ACK Flag Count
0.55
Destination IP
0.46
Down/Up Ratio
0.39
Source IP
0.37
Protocol
0.34
Label
0.34
Inbound
0.23
Fwd PSH Flags
0.06
RST Flag Count
0.06
URG Flag Count
0.05
CWE Flag Count
0.03
SYN Flag Count
0.00
Bwd PSH Flags
0.00
Fwd URG Flags
0.00
MOST FREQUENT VALUES
0.0
2.6M
>99.9%
46.0
29
<0.1%
476.66666666666674
22
<0.1%
357.66666666666663
22
<0.1%
23.0
22
<0.1%
118.08333333333331
16
<0.1%
47.0
15
<0.1%
102.0
14
<0.1%
59.0
14
<0.1%
58.0
12
<0.1%
57.0
9
<0.1%
536.25
8
<0.1%
94.0
8
<0.1%
235.0
7
<0.1%
97.0
7
<0.1%
SMALLEST VALUES
0.0
2.6M
>99.9%
0.8888888888888888
2
<0.1%
7.75
2
<0.1%
10.333333333333334
3
<0.1%
12.4
2
<0.1%
14.8
1
<0.1%
20.666666666666664
1
<0.1%
23.0
22
<0.1%
25.333333333333336
1
<0.1%
27.2
1
<0.1%
28.0
1
<0.1%
30.66666666666667
2
<0.1%
34.0
1
<0.1%
34.66666666666667
2
<0.1%
35.0
6
<0.1%
LARGEST VALUES
1825.0
1
<0.1%
1717.6470588235293
1
<0.1%
1537.0666666666666
1
<0.1%
1503.9024390243906
1
<0.1%
1471.043478260869
1
<0.1%
1345.1940298507463
1
<0.1%
1326.7615384615378
1
<0.1%
1282.588235294117
1
<0.1%
1245.5
1
<0.1%
1159.25
1
<0.1%
1152.4210526315787
1
<0.1%
985.6470588235294
1
<0.1%
795.0555555555555
1
<0.1%
781.4563106796118
1
<0.1%
714.6666666666667
2
<0.1%
Bwd Packet Length Std
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Bwd Packet Length Max
0.96
Avg Bwd Segment Size
0.90
Bwd Packet Length Mean
0.90
Packet Length Variance
0.81
Init_Win_bytes_forward
0.64
Total Backward Packets
0.43
Subflow Bwd Packets
0.43
Total Length of Bwd Packets
0.41
Subflow Bwd Bytes
0.41
Bwd IAT Max
0.27
Packet Length Std
0.25
Bwd IAT Total
0.22
Bwd IAT Std
0.22
Flow IAT Max
0.15

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ACK Flag Count
0.69
Destination IP
0.40
Protocol
0.40
Source IP
0.24
Down/Up Ratio
0.23
Label
0.23
Inbound
0.16
URG Flag Count
0.03
Fwd PSH Flags
0.03
RST Flag Count
0.03
CWE Flag Count
0.01
SYN Flag Count
0.00
Bwd PSH Flags
0.00
Fwd URG Flags
0.00
MOST FREQUENT VALUES
0.0
2.6M
>99.9%
565.2572423242358
22
<0.1%
554.0948173974077
22
<0.1%
26.558112382722783
22
<0.1%
275.46970427075
16
<0.1%
573.2754884994523
8
<0.1%
364.06043454349714
7
<0.1%
523.570389136888
6
<0.1%
16.00833116432399
3
<0.1%
266.16265703512954
3
<0.1%
292.6053354826962
3
<0.1%
872.2683587885035
3
<0.1%
30.02221399786054
2
<0.1%
212.4612075318277
2
<0.1%
525.1765417457258
2
<0.1%
SMALLEST VALUES
0.0
2.6M
>99.9%
0.3333333333333333
2
<0.1%
14.350211546474547
2
<0.1%
16.00833116432399
3
<0.1%
16.97939928266015
2
<0.1%
17.8978583448784
1
<0.1%
20.265734627691145
1
<0.1%
21.939310229205777
1
<0.1%
23.754297856738823
2
<0.1%
24.24871130596428
1
<0.1%
26.558112382722783
22
<0.1%
30.02221399786054
2
<0.1%
31.024005042690558
2
<0.1%
31.55644979730014
1
<0.1%
32.93844526492695
1
<0.1%
LARGEST VALUES
1360.070034961435
1
<0.1%
1237.0446193423677
1
<0.1%
1227.8921211435593
1
<0.1%
1208.130599502614
1
<0.1%
1155.6593335572968
1
<0.1%
1036.2629542043903
1
<0.1%
1003.0277044256608
1
<0.1%
997.3698745534008
1
<0.1%
987.4263491566916
1
<0.1%
985.6478833741794
1
<0.1%
958.2515235866522
1
<0.1%
949.6738972463712
1
<0.1%
928.463309801232
1
<0.1%
904.1950825196668
1
<0.1%
897.2691776200418
1
<0.1%
Flow Bytes/s
MISSING:
42,050
(2%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Fwd Packets/s
0.93
Flow Packets/s
0.93
Fwd Packet Length Std
-0.79
Packet Length Std
-0.77
Average Packet Size
0.61
Fwd Packet Length Min
0.52
Min Packet Length
0.52
Packet Length Mean
0.47
Fwd Packet Length Mean
0.46
Avg Fwd Segment Size
0.46
act_data_pkt_fwd
-0.44
Fwd Packet Length Max
0.37
Max Packet Length
0.37
Total Length of Fwd Packets
-0.33

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Protocol
0.02
Destination IP
0.02
Source IP
0.01
Down/Up Ratio
0.01
Label
0.01
URG Flag Count
0.01
CWE Flag Count
0.01
ACK Flag Count
0.01
Fwd PSH Flags
0.01
RST Flag Count
0.01
Inbound
0.00
SYN Flag Count
0.00
Bwd PSH Flags
0.00
Fwd URG Flags
0.00
MOST FREQUENT VALUES
802000000.0
276,670
10.8%
766000000.0
276,108
10.7%
750000000.0
275,656
10.7%
401000000.0
44,825
1.7%
383000000.0
43,812
1.7%
375000000.0
43,678
1.7%
772000000.0
15,570
0.6%
776000000.0
15,503
0.6%
1472000000.0
13,932
0.5%
15958333.333333332
13,827
0.5%
15625000.0
13,809
0.5%
16708333.333333332
13,155
0.5%
15306122.448979592
8,936
0.3%
15632653.06122449
8,759
0.3%
16367346.938775511
8,227
0.3%
SMALLEST VALUES
0.0
612
<0.1%
0.1761761409056775
1
<0.1%
0.1761769944557099
1
<0.1%
0.2081900508681161
1
<0.1%
0.2082206260323484
1
<0.1%
0.2082208290166552
1
<0.1%
0.2202160685190846
1
<0.1%
0.2202164419321174
1
<0.1%
0.2202166456124872
1
<0.1%
0.2202166892583298
1
<0.1%
0.2205160746515713
1
<0.1%
0.222842035058534
1
<0.1%
0.2256318962273783
1
<0.1%
0.2490740113212607
1
<0.1%
0.2490748364275734
1
<0.1%
LARGEST VALUES
2944000000.0
978
<0.1%
2942000000.0
1
<0.1%
2940000000.0
10
<0.1%
2938000000.0
1
<0.1%
2936000000.0
5
<0.1%
2934000000.0
3
<0.1%
2932000000.0
6
<0.1%
2930000000.0
10
<0.1%
2928000000.0
28
<0.1%
2926000000.0
2
<0.1%
2922000000.0
11
<0.1%
2920000000.0
2
<0.1%
2918000000.0
3
<0.1%
2916000000.0
16
<0.1%
2914000000.0
21
<0.1%
Flow Packets/s
MISSING:
42,050
(2%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Fwd Packets/s
1.00
Flow Bytes/s
0.93
Fwd Packet Length Std
-0.82
Packet Length Std
-0.80
act_data_pkt_fwd
-0.46
Total Length of Fwd Packets
-0.42
Subflow Fwd Bytes
-0.42
Average Packet Size
0.34
Min Packet Length
0.22
Fwd Packet Length Min
0.22
Flow IAT Mean
-0.22
Fwd IAT Mean
-0.21
Flow IAT Std
-0.20
Fwd IAT Std
-0.19

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Destination IP
0.02
Source IP
0.02
Down/Up Ratio
0.01
Protocol
0.01
Label
0.01
URG Flag Count
0.01
ACK Flag Count
0.01
CWE Flag Count
0.01
Fwd PSH Flags
0.00
RST Flag Count
0.00
SYN Flag Count
0.00
Inbound
0.00
Bwd PSH Flags
0.00
Fwd URG Flags
0.00
MOST FREQUENT VALUES
2000000.0
940,377
36.6%
1000000.0
180,453
7.0%
41666.66666666666
45,105
1.8%
40816.32653061225
28,708
1.1%
42553.19148936171
21,286
0.8%
666666.6666666666
19,159
0.7%
43478.260869565216
13,003
0.5%
40000.0
9,736
0.4%
44444.444444444445
6,577
0.3%
39215.68627450981
5,546
0.2%
1333333.3333333333
2,878
0.1%
500000.0
2,554
<0.1%
400000.0
2,124
<0.1%
45454.545454545456
2,093
<0.1%
1200000.0
1,846
<0.1%
SMALLEST VALUES
0.0382534379201452
1
<0.1%
0.045670838914738
1
<0.1%
0.0465205398359743
1
<0.1%
0.0481631240702184
1
<0.1%
0.0506012382198894
1
<0.1%
0.0514277123653704
1
<0.1%
0.0515686008072033
1
<0.1%
0.055575425313867
1
<0.1%
0.0618856016804416
1
<0.1%
0.0638757111522456
1
<0.1%
0.0639169121049459
1
<0.1%
0.0651619862631039
1
<0.1%
0.0654188233276524
1
<0.1%
0.0660017932027195
1
<0.1%
0.0660243324424175
1
<0.1%
LARGEST VALUES
4000000.0
13
<0.1%
3000000.0
13
<0.1%
2000000.0
940,377
36.6%
1599999.9999999998
1
<0.1%
1500000.0
1,035
<0.1%
1333333.3333333333
2,878
0.1%
1200000.0
1,846
<0.1%
1142857.142857143
2
<0.1%
1090909.0909090908
6
<0.1%
1000000.0
180,453
7.0%
941176.4705882352
1
<0.1%
923076.9230769232
4
<0.1%
888888.8888888889
1
<0.1%
857142.8571428572
233
<0.1%
800000.0
2
<0.1%
Flow IAT Mean
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Fwd IAT Mean
0.99
Flow IAT Std
0.98
Fwd IAT Std
0.97
Fwd IAT Max
0.91
Flow IAT Max
0.91
Idle Max
0.87
Idle Mean
0.86
Idle Min
0.85
Flow Duration
0.68
Fwd IAT Total
0.67
Idle Std
0.33
Fwd Packet Length Std
0.24
Packet Length Std
0.24
Flow Packets/s
-0.22

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Destination IP
0.21
Source IP
0.19
Protocol
0.11
Label
0.09
Inbound
0.08
URG Flag Count
0.05
ACK Flag Count
0.04
Down/Up Ratio
0.04
Fwd PSH Flags
0.02
RST Flag Count
0.02
SYN Flag Count
0.00
CWE Flag Count
0.00
Bwd PSH Flags
0.00
Fwd URG Flags
0.00
MOST FREQUENT VALUES
1.0
944,415
36.2%
2.0
178,594
6.8%
48.0
45,099
1.7%
0.0
42,050
1.6%
49.0
28,670
1.1%
47.0
21,291
0.8%
3.0
19,065
0.7%
46.0
12,995
0.5%
50.0
9,706
0.4%
45.0
6,581
0.3%
51.0
5,483
0.2%
4.0
2,542
<0.1%
5.0
2,129
<0.1%
44.0
2,110
<0.1%
52.0
1,469
<0.1%
SMALLEST VALUES
0.0
42,050
1.6%
0.3333333333333333
13
<0.1%
0.4
13
<0.1%
0.6
31
<0.1%
0.6666666666666666
346
<0.1%
0.6666666666666667
306
<0.1%
0.7142857142857143
1
<0.1%
0.8
1,026
<0.1%
0.8181818181818181
1
<0.1%
0.8181818181818182
5
<0.1%
0.8571428571428572
2
<0.1%
0.9090909090909092
11
<0.1%
0.9333333333333332
1
<0.1%
1.0
944,415
36.2%
1.0666666666666669
1
<0.1%
LARGEST VALUES
34855255.0
1
<0.1%
29194413.0
1
<0.1%
28661175.0
1
<0.1%
27683697.0
1
<0.1%
26349816.333333336
1
<0.1%
25926359.0
1
<0.1%
25855526.666666664
1
<0.1%
23991419.333333336
1
<0.1%
21545130.0
1
<0.1%
20873870.666666664
1
<0.1%
20860415.333333336
1
<0.1%
20461827.666666664
1
<0.1%
20381493.666666664
1
<0.1%
20201471.333333336
1
<0.1%
20194575.0
1
<0.1%
Flow IAT Std
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Fwd IAT Std
0.99
Fwd IAT Mean
0.98
Flow IAT Mean
0.98
Flow IAT Max
0.95
Fwd IAT Max
0.95
Idle Mean
0.92
Idle Max
0.92
Idle Min
0.91
Flow Duration
0.70
Fwd IAT Total
0.70
Idle Std
0.30
Bwd IAT Std
0.27
Bwd IAT Max
0.26
Bwd IAT Mean
0.26

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Destination IP
0.21
Source IP
0.16
Protocol
0.14
Label
0.11
Inbound
0.09
ACK Flag Count
0.07
URG Flag Count
0.06
Down/Up Ratio
0.06
Fwd PSH Flags
0.03
RST Flag Count
0.03
SYN Flag Count
0.01
CWE Flag Count
0.00
Bwd PSH Flags
0.00
Fwd URG Flags
0.00
MOST FREQUENT VALUES
0.0
1.3M
50.9%
0.5773502691896257
1,804
<0.1%
0.4472135954999579
1,745
<0.1%
0.7071067811865476
409
<0.1%
1.0
347
<0.1%
62907.50798063242
326
<0.1%
62894.22892444107
324
<0.1%
62904.62122928649
315
<0.1%
62876.90841636537
314
<0.1%
62912.70413305514
311
<0.1%
62915.013534131904
309
<0.1%
62871.134913673486
306
<0.1%
62898.2703763254
306
<0.1%
62913.85883359353
303
<0.1%
62931.17934166921
302
<0.1%
SMALLEST VALUES
0.0
1.3M
50.9%
0.2581988897471611
1
<0.1%
0.3015113445777636
14
<0.1%
0.3518657752744984
1
<0.1%
0.3779644730092272
1
<0.1%
0.3779644730092273
1
<0.1%
0.4045199174779452
3
<0.1%
0.4045199174779453
8
<0.1%
0.4472135954999579
1,745
<0.1%
0.4577377082170634
1
<0.1%
0.4879500364742666
1
<0.1%
0.504524979109513
1
<0.1%
0.5393598899705937
8
<0.1%
0.5477225575051661
201
<0.1%
0.5773502691896257
1,804
<0.1%
LARGEST VALUES
60371068.24064213
1
<0.1%
50566202.28302232
1
<0.1%
49642606.10847049
1
<0.1%
47949564.54918968
1
<0.1%
45639216.32931458
1
<0.1%
44905765.84711821
1
<0.1%
44783081.51299163
1
<0.1%
41554351.16884575
1
<0.1%
37317255.48554943
1
<0.1%
36154598.48311048
1
<0.1%
36131294.89419518
1
<0.1%
35440879.235047266
1
<0.1%
35301777.36865754
1
<0.1%
34989969.5408271
1
<0.1%
34978024.74110784
1
<0.1%
Flow IAT Max
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Fwd IAT Max
1.00
Idle Max
0.97
Fwd IAT Std
0.97
Idle Mean
0.95
Flow IAT Std
0.95
Idle Min
0.93
Fwd IAT Mean
0.93
Flow IAT Mean
0.91
Flow Duration
0.81
Fwd IAT Total
0.81
Bwd IAT Max
0.50
Bwd IAT Std
0.47
Bwd IAT Total
0.41
Idle Std
0.40

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Destination IP
0.32
Source IP
0.21
Protocol
0.20
Label
0.16
ACK Flag Count
0.13
Inbound
0.12
Down/Up Ratio
0.09
URG Flag Count
0.08
Fwd PSH Flags
0.06
RST Flag Count
0.06
SYN Flag Count
0.01
CWE Flag Count
0.00
Bwd PSH Flags
0.00
Fwd URG Flags
0.00
MOST FREQUENT VALUES
1.0
945,421
36.2%
2.0
181,454
6.9%
48.0
45,902
1.8%
0.0
42,050
1.6%
49.0
29,406
1.1%
47.0
21,941
0.8%
3.0
19,400
0.7%
46.0
13,422
0.5%
50.0
10,243
0.4%
45.0
6,821
0.3%
51.0
5,897
0.2%
4.0
2,591
<0.1%
44.0
2,194
<0.1%
5.0
2,161
<0.1%
52.0
1,686
<0.1%
SMALLEST VALUES
0.0
42,050
1.6%
1.0
945,421
36.2%
2.0
181,454
6.9%
3.0
19,400
0.7%
4.0
2,591
<0.1%
5.0
2,161
<0.1%
6.0
732
<0.1%
7.0
295
<0.1%
8.0
194
<0.1%
9.0
80
<0.1%
10.0
60
<0.1%
11.0
52
<0.1%
12.0
64
<0.1%
13.0
45
<0.1%
14.0
34
<0.1%
LARGEST VALUES
104565760.0
1
<0.1%
87583234.0
1
<0.1%
85983519.0
1
<0.1%
83051085.0
1
<0.1%
79049444.0
1
<0.1%
77779071.0
1
<0.1%
77566575.0
1
<0.1%
71974365.0
1
<0.1%
71974251.0
1
<0.1%
71973928.0
1
<0.1%
67575443.0
1
<0.1%
64635385.0
1
<0.1%
62621605.0
1
<0.1%
62581241.0
1
<0.1%
61385430.0
1
<0.1%
Flow IAT Min
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Fwd IAT Min
1.00
Active Max
0.18
Active Mean
0.18
Active Min
0.18
Flow IAT Mean
0.12
Fwd IAT Mean
0.12
Fwd IAT Total
0.09
Flow Duration
0.09
Idle Std
0.07
Idle Max
0.05
Fwd IAT Max
0.05
Flow IAT Max
0.05
Idle Mean
0.05
Active Std
0.04

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Destination IP
0.87
Source IP
0.87
Label
0.08
Inbound
0.06
CWE Flag Count
0.01
Down/Up Ratio
0.00
URG Flag Count
0.00
Protocol
0.00
ACK Flag Count
0.00
Fwd PSH Flags
0.00
RST Flag Count
0.00
SYN Flag Count
0.00
Bwd PSH Flags
0.00
Fwd URG Flags
0.00
MOST FREQUENT VALUES
1.0
2.0M
77.2%
2.0
217,129
8.3%
0.0
210,910
8.1%
48.0
45,701
1.8%
49.0
28,896
1.1%
47.0
21,850
0.8%
3.0
19,852
0.8%
46.0
13,447
0.5%
50.0
9,712
0.4%
45.0
6,764
0.3%
51.0
5,469
0.2%
4.0
2,613
0.1%
5.0
2,245
<0.1%
44.0
2,176
<0.1%
52.0
1,440
<0.1%
SMALLEST VALUES
0.0
210,910
8.1%
1.0
2.0M
77.2%
2.0
217,129
8.3%
3.0
19,852
0.8%
4.0
2,613
0.1%
5.0
2,245
<0.1%
6.0
744
<0.1%
7.0
296
<0.1%
8.0
196
<0.1%
9.0
80
<0.1%
10.0
57
<0.1%
11.0
51
<0.1%
12.0
65
<0.1%
13.0
45
<0.1%
14.0
33
<0.1%
LARGEST VALUES
7209943.0
1
<0.1%
2799024.0
1
<0.1%
2698273.0
1
<0.1%
2596760.0
1
<0.1%
2138966.0
1
<0.1%
1846583.0
1
<0.1%
95286.0
1
<0.1%
62865.0
1
<0.1%
62027.0
1
<0.1%
61217.0
1
<0.1%
61004.0
1
<0.1%
54822.0
1
<0.1%
41294.0
1
<0.1%
41083.0
1
<0.1%
40876.0
1
<0.1%
Fwd IAT Total
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Flow Duration
1.00
Fwd IAT Max
0.81
Flow IAT Max
0.81
Idle Max
0.78
Idle Mean
0.75
Fwd IAT Mean
0.73
Fwd IAT Std
0.72
Idle Min
0.72
Flow IAT Std
0.70
Flow IAT Mean
0.67
Bwd IAT Total
0.65
Bwd IAT Max
0.56
Bwd IAT Std
0.53
Bwd IAT Mean
0.49

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Destination IP
0.44
Protocol
0.34
Source IP
0.31
Label
0.22
Inbound
0.15
URG Flag Count
0.11
ACK Flag Count
0.10
Down/Up Ratio
0.09
Fwd PSH Flags
0.06
RST Flag Count
0.06
SYN Flag Count
0.01
CWE Flag Count
0.00
Bwd PSH Flags
0.00
Fwd URG Flags
0.00
MOST FREQUENT VALUES
1.0
939,861
36.0%
2.0
179,274
6.9%
48.0
45,307
1.7%
0.0
42,367
1.6%
49.0
29,051
1.1%
3.0
21,999
0.8%
47.0
21,400
0.8%
46.0
13,015
0.5%
50.0
10,280
0.4%
45.0
6,588
0.3%
51.0
6,089
0.2%
4.0
4,633
0.2%
5.0
4,175
0.2%
44.0
2,117
<0.1%
52.0
2,032
<0.1%
SMALLEST VALUES
0.0
42,367
1.6%
1.0
939,861
36.0%
2.0
179,274
6.9%
3.0
21,999
0.8%
4.0
4,633
0.2%
5.0
4,175
0.2%
6.0
1,629
<0.1%
7.0
552
<0.1%
8.0
263
<0.1%
9.0
132
<0.1%
10.0
88
<0.1%
11.0
78
<0.1%
12.0
78
<0.1%
13.0
52
<0.1%
14.0
35
<0.1%
LARGEST VALUES
119714230.0
1
<0.1%
118089241.0
1
<0.1%
118089025.0
1
<0.1%
118061513.0
1
<0.1%
118001806.0
1
<0.1%
117983965.0
1
<0.1%
117879180.0
1
<0.1%
117495566.0
1
<0.1%
117457213.0
1
<0.1%
117445924.0
1
<0.1%
117172287.0
1
<0.1%
117005458.0
1
<0.1%
116060574.0
1
<0.1%
116029831.0
1
<0.1%
116029755.0
1
<0.1%
Fwd IAT Mean
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Flow IAT Mean
0.99
Flow IAT Std
0.98
Fwd IAT Std
0.98
Fwd IAT Max
0.93
Flow IAT Max
0.93
Idle Max
0.90
Idle Mean
0.89
Idle Min
0.88
Fwd IAT Total
0.73
Flow Duration
0.72
Idle Std
0.33
Bwd IAT Mean
0.31
Bwd IAT Std
0.29
Bwd IAT Max
0.25

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Destination IP
0.26
Source IP
0.20
Protocol
0.13
Label
0.13
Inbound
0.10
URG Flag Count
0.09
Down/Up Ratio
0.07
ACK Flag Count
0.05
Fwd PSH Flags
0.03
RST Flag Count
0.03
SYN Flag Count
0.01
CWE Flag Count
0.00
Bwd PSH Flags
0.00
Fwd URG Flags
0.00
MOST FREQUENT VALUES
1.0
944,569
36.2%
2.0
178,685
6.8%
48.0
45,098
1.7%
0.0
42,367
1.6%
49.0
28,671
1.1%
47.0
21,292
0.8%
3.0
19,100
0.7%
46.0
12,998
0.5%
50.0
9,703
0.4%
45.0
6,580
0.3%
51.0
5,483
0.2%
4.0
2,548
<0.1%
5.0
2,129
<0.1%
44.0
2,109
<0.1%
52.0
1,466
<0.1%
SMALLEST VALUES
0.0
42,367
1.6%
0.3333333333333333
13
<0.1%
0.4
13
<0.1%
0.6
31
<0.1%
0.6666666666666666
346
<0.1%
0.6666666666666667
306
<0.1%
0.7142857142857143
1
<0.1%
0.8
1,026
<0.1%
0.8181818181818181
1
<0.1%
0.8181818181818182
5
<0.1%
0.8571428571428572
2
<0.1%
0.9090909090909092
11
<0.1%
0.9333333333333332
1
<0.1%
1.0
944,569
36.2%
1.0666666666666669
1
<0.1%
LARGEST VALUES
34855255.0
1
<0.1%
29194413.0
1
<0.1%
28661175.0
1
<0.1%
27683697.0
1
<0.1%
26349816.333333336
1
<0.1%
25926359.0
1
<0.1%
25855526.666666664
1
<0.1%
23991419.333333336
1
<0.1%
21545130.0
1
<0.1%
20873870.666666664
1
<0.1%
20860415.333333336
1
<0.1%
20461827.666666664
1
<0.1%
20381493.666666664
1
<0.1%
20201471.333333336
1
<0.1%
20194575.0
1
<0.1%
Fwd IAT Std
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Flow IAT Std
0.99
Fwd IAT Mean
0.98
Fwd IAT Max
0.97
Flow IAT Mean
0.97
Flow IAT Max
0.97
Idle Mean
0.94
Idle Max
0.93
Idle Min
0.93
Fwd IAT Total
0.72
Flow Duration
0.72
Bwd IAT Std
0.34
Bwd IAT Max
0.33
Bwd IAT Mean
0.32
Idle Std
0.30

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Destination IP
0.24
Source IP
0.17
Protocol
0.15
Label
0.13
Inbound
0.10
URG Flag Count
0.08
ACK Flag Count
0.07
Down/Up Ratio
0.07
Fwd PSH Flags
0.04
RST Flag Count
0.04
SYN Flag Count
0.01
CWE Flag Count
0.00
Bwd PSH Flags
0.00
Fwd URG Flags
0.00
MOST FREQUENT VALUES
0.0
1.3M
50.9%
0.5773502691896257
1,804
<0.1%
0.4472135954999579
1,745
<0.1%
0.7071067811865476
409
<0.1%
1.0
347
<0.1%
62907.50798063242
326
<0.1%
62894.22892444107
324
<0.1%
62904.62122928649
315
<0.1%
62876.90841636537
314
<0.1%
62912.70413305514
311
<0.1%
62915.013534131904
309
<0.1%
62898.2703763254
306
<0.1%
62871.134913673486
306
<0.1%
62913.85883359353
303
<0.1%
62931.17934166921
302
<0.1%
SMALLEST VALUES
0.0
1.3M
50.9%
0.2581988897471611
1
<0.1%
0.3015113445777636
14
<0.1%
0.3518657752744984
1
<0.1%
0.3779644730092272
1
<0.1%
0.3779644730092273
1
<0.1%
0.4045199174779452
3
<0.1%
0.4045199174779453
8
<0.1%
0.4472135954999579
1,745
<0.1%
0.4577377082170634
1
<0.1%
0.4879500364742666
1
<0.1%
0.504524979109513
1
<0.1%
0.5393598899705937
8
<0.1%
0.5477225575051661
201
<0.1%
0.5773502691896257
1,804
<0.1%
LARGEST VALUES
60371068.24064213
1
<0.1%
50566202.28302232
1
<0.1%
49642606.10847049
1
<0.1%
47949564.54918968
1
<0.1%
45639216.32931458
1
<0.1%
44905765.84711821
1
<0.1%
44783081.51299163
1
<0.1%
41554351.16884575
1
<0.1%
37317255.48554943
1
<0.1%
36154598.48311048
1
<0.1%
36131294.89419518
1
<0.1%
35440879.235047266
1
<0.1%
35301777.36865754
1
<0.1%
34989969.5408271
1
<0.1%
34978024.74110784
1
<0.1%
Fwd IAT Max
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Flow IAT Max
1.00
Idle Max
0.97
Fwd IAT Std
0.97
Idle Mean
0.96
Flow IAT Std
0.95
Idle Min
0.94
Fwd IAT Mean
0.93
Flow IAT Mean
0.91
Fwd IAT Total
0.81
Flow Duration
0.81
Bwd IAT Max
0.49
Bwd IAT Std
0.46
Bwd IAT Total
0.41
Idle Std
0.40

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Destination IP
0.32
Source IP
0.20
Protocol
0.19
Label
0.16
Inbound
0.12
ACK Flag Count
0.11
Down/Up Ratio
0.09
URG Flag Count
0.08
Fwd PSH Flags
0.06
RST Flag Count
0.06
SYN Flag Count
0.01
CWE Flag Count
0.00
Bwd PSH Flags
0.00
Fwd URG Flags
0.00
MOST FREQUENT VALUES
1.0
945,575
36.2%
2.0
181,545
7.0%
48.0
45,903
1.8%
0.0
42,367
1.6%
49.0
29,407
1.1%
47.0
21,942
0.8%
3.0
19,435
0.7%
46.0
13,426
0.5%
50.0
10,244
0.4%
45.0
6,821
0.3%
51.0
5,896
0.2%
4.0
2,597
<0.1%
44.0
2,194
<0.1%
5.0
2,161
<0.1%
52.0
1,686
<0.1%
SMALLEST VALUES
0.0
42,367
1.6%
1.0
945,575
36.2%
2.0
181,545
7.0%
3.0
19,435
0.7%
4.0
2,597
<0.1%
5.0
2,161
<0.1%
6.0
732
<0.1%
7.0
296
<0.1%
8.0
194
<0.1%
9.0
80
<0.1%
10.0
60
<0.1%
11.0
52
<0.1%
12.0
64
<0.1%
13.0
45
<0.1%
14.0
34
<0.1%
LARGEST VALUES
104565760.0
1
<0.1%
87583234.0
1
<0.1%
85983519.0
1
<0.1%
83051085.0
1
<0.1%
79049444.0
1
<0.1%
77779071.0
1
<0.1%
77566575.0
1
<0.1%
71974365.0
1
<0.1%
71974251.0
1
<0.1%
71973928.0
1
<0.1%
67575443.0
1
<0.1%
64635385.0
1
<0.1%
62621605.0
1
<0.1%
62581241.0
1
<0.1%
61385430.0
1
<0.1%
Fwd IAT Min
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Flow IAT Min
1.00
Active Max
0.18
Active Mean
0.18
Active Min
0.18
Flow IAT Mean
0.12
Fwd IAT Mean
0.12
Fwd IAT Total
0.09
Flow Duration
0.09
Idle Std
0.07
Idle Max
0.05
Fwd IAT Max
0.05
Flow IAT Max
0.05
Idle Mean
0.05
Active Std
0.04

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Destination IP
0.87
Source IP
0.87
Label
0.08
Inbound
0.05
Fwd PSH Flags
0.00
RST Flag Count
0.00
CWE Flag Count
0.00
Down/Up Ratio
0.00
URG Flag Count
0.00
Protocol
0.00
ACK Flag Count
0.00
SYN Flag Count
0.00
Bwd PSH Flags
0.00
Fwd URG Flags
0.00
MOST FREQUENT VALUES
1.0
2.0M
77.1%
2.0
217,151
8.3%
0.0
211,169
8.1%
48.0
45,702
1.8%
49.0
28,895
1.1%
47.0
21,850
0.8%
3.0
19,860
0.8%
46.0
13,451
0.5%
50.0
9,714
0.4%
45.0
6,762
0.3%
51.0
5,469
0.2%
4.0
2,620
0.1%
5.0
2,245
<0.1%
44.0
2,177
<0.1%
52.0
1,440
<0.1%
SMALLEST VALUES
0.0
211,169
8.1%
1.0
2.0M
77.1%
2.0
217,151
8.3%
3.0
19,860
0.8%
4.0
2,620
0.1%
5.0
2,245
<0.1%
6.0
744
<0.1%
7.0
297
<0.1%
8.0
196
<0.1%
9.0
80
<0.1%
10.0
57
<0.1%
11.0
51
<0.1%
12.0
65
<0.1%
13.0
45
<0.1%
14.0
33
<0.1%
LARGEST VALUES
7209943.0
1
<0.1%
2799024.0
1
<0.1%
2698273.0
1
<0.1%
2596760.0
1
<0.1%
2138966.0
1
<0.1%
1846583.0
1
<0.1%
224900.0
1
<0.1%
251.0
1
<0.1%
235.0
1
<0.1%
216.0
1
<0.1%
209.0
3
<0.1%
206.0
2
<0.1%
205.0
2
<0.1%
204.0
1
<0.1%
201.0
1
<0.1%
Bwd IAT Total
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Bwd IAT Max
0.84
Bwd IAT Std
0.79
Bwd IAT Mean
0.73
Flow Duration
0.65
Fwd IAT Total
0.65
Total Backward Packets
0.46
Subflow Bwd Packets
0.46
Idle Min
0.44
Idle Mean
0.43
Flow IAT Max
0.41
Idle Max
0.41
Fwd IAT Max
0.41
Fwd IAT Std
0.28
Total Fwd Packets
0.24

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Destination IP
0.53
Protocol
0.28
Source IP
0.24
Label
0.22
URG Flag Count
0.17
Down/Up Ratio
0.16
ACK Flag Count
0.15
Inbound
0.15
Fwd PSH Flags
0.08
RST Flag Count
0.08
SYN Flag Count
0.00
CWE Flag Count
0.00
Bwd PSH Flags
0.00
Fwd URG Flags
0.00
MOST FREQUENT VALUES
0.0
2.6M
>99.9%
1.0
347
<0.1%
2.0
118
<0.1%
3.0
63
<0.1%
49.0
6
<0.1%
47.0
5
<0.1%
45.0
4
<0.1%
4.0
3
<0.1%
5.0
3
<0.1%
54.0
3
<0.1%
50.0
2
<0.1%
722.0
2
<0.1%
48.0
2
<0.1%
20063754.0
2
<0.1%
58.0
2
<0.1%
SMALLEST VALUES
0.0
2.6M
>99.9%
1.0
347
<0.1%
2.0
118
<0.1%
3.0
63
<0.1%
4.0
3
<0.1%
5.0
3
<0.1%
33.0
1
<0.1%
40.0
2
<0.1%
44.0
1
<0.1%
45.0
4
<0.1%
46.0
1
<0.1%
47.0
5
<0.1%
48.0
2
<0.1%
49.0
6
<0.1%
50.0
2
<0.1%
LARGEST VALUES
118027064.0
1
<0.1%
118026868.0
1
<0.1%
117999140.0
1
<0.1%
117980386.0
1
<0.1%
117921533.0
1
<0.1%
117857778.0
1
<0.1%
117400198.0
1
<0.1%
117110263.0
1
<0.1%
114024133.0
1
<0.1%
114024102.0
1
<0.1%
110372697.0
1
<0.1%
100392577.0
1
<0.1%
100377027.0
1
<0.1%
100377025.0
1
<0.1%
59025244.0
1
<0.1%
Bwd IAT Mean
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Bwd IAT Std
0.94
Bwd IAT Max
0.80
Bwd IAT Total
0.73
Flow Duration
0.50
Fwd IAT Total
0.49
Idle Min
0.42
Idle Mean
0.41
Flow IAT Max
0.40
Idle Max
0.40
Fwd IAT Max
0.39
Fwd IAT Std
0.32
Fwd IAT Mean
0.31
Flow IAT Std
0.26
Total Backward Packets
0.19

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Destination IP
0.62
Source IP
0.35
Label
0.29
Protocol
0.29
URG Flag Count
0.27
Down/Up Ratio
0.23
Inbound
0.20
ACK Flag Count
0.11
Fwd PSH Flags
0.10
RST Flag Count
0.10
SYN Flag Count
0.02
CWE Flag Count
0.00
Bwd PSH Flags
0.00
Fwd URG Flags
0.00
MOST FREQUENT VALUES
0.0
2.6M
>99.9%
1.0
354
<0.1%
2.0
113
<0.1%
3.0
56
<0.1%
49.0
5
<0.1%
47.0
5
<0.1%
45.0
4
<0.1%
0.5
3
<0.1%
1.6666666666666667
2
<0.1%
30.0
2
<0.1%
21.666666666666664
2
<0.1%
19.333333333333336
2
<0.1%
48.0
2
<0.1%
361.0
2
<0.1%
4.0
2
<0.1%
SMALLEST VALUES
0.0
2.6M
>99.9%
0.5
3
<0.1%
0.6666666666666667
1
<0.1%
1.0
354
<0.1%
1.3333333333333333
1
<0.1%
1.5
1
<0.1%
1.6666666666666667
2
<0.1%
2.0
113
<0.1%
3.0
56
<0.1%
4.0
2
<0.1%
5.0
1
<0.1%
10.0
1
<0.1%
16.333333333333332
1
<0.1%
16.75
1
<0.1%
17.25
1
<0.1%
LARGEST VALUES
14813390.666666668
1
<0.1%
11805048.8
1
<0.1%
11604979.8
1
<0.1%
6942768.470588235
1
<0.1%
6942756.94117647
1
<0.1%
6936560.764705882
1
<0.1%
5899956.999999999
1
<0.1%
5855513.149999999
1
<0.1%
4780598.904761907
1
<0.1%
4779858.428571429
1
<0.1%
4779858.333333334
1
<0.1%
4465229.888888889
1
<0.1%
4462102.888888888
1
<0.1%
4458637.555555556
1
<0.1%
4458630.222222223
1
<0.1%
Bwd IAT Std
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Bwd IAT Max
0.95
Bwd IAT Mean
0.94
Bwd IAT Total
0.79
Flow Duration
0.54
Fwd IAT Total
0.53
Idle Min
0.50
Idle Mean
0.49
Idle Max
0.47
Flow IAT Max
0.47
Fwd IAT Max
0.46
Fwd IAT Std
0.34
Fwd IAT Mean
0.29
Flow IAT Std
0.27
Bwd Packet Length Max
0.22

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Destination IP
0.58
Source IP
0.29
Protocol
0.27
Label
0.26
URG Flag Count
0.22
Down/Up Ratio
0.21
Inbound
0.18
ACK Flag Count
0.14
Fwd PSH Flags
0.13
RST Flag Count
0.13
SYN Flag Count
0.02
CWE Flag Count
0.00
Bwd PSH Flags
0.00
Fwd URG Flags
0.00
MOST FREQUENT VALUES
0.0
2.6M
>99.9%
0.7071067811865476
4
<0.1%
36.76955262170047
2
<0.1%
0.5773502691896257
2
<0.1%
35.7957166897568
2
<0.1%
1.1547005383792517
2
<0.1%
1232162.381362185
1
<0.1%
16902.934318282783
1
<0.1%
3539091.3601488867
1
<0.1%
1266932.9426070042
1
<0.1%
27179.77497965067
1
<0.1%
22828.5062409328
1
<0.1%
23435.400396758963
1
<0.1%
23280.500160363103
1
<0.1%
12783.108788553744
1
<0.1%
SMALLEST VALUES
0.0
2.6M
>99.9%
0.5773502691896257
2
<0.1%
0.7071067811865476
4
<0.1%
1.0
1
<0.1%
1.1547005383792517
2
<0.1%
16.713268182295565
1
<0.1%
26.558112382722783
1
<0.1%
28.005951748393286
1
<0.1%
29.44486372867091
1
<0.1%
30.02221399786054
1
<0.1%
30.59956426705017
1
<0.1%
30.89228598426043
1
<0.1%
31.17023152518013
1
<0.1%
31.75426480542941
1
<0.1%
32.170120712653016
1
<0.1%
LARGEST VALUES
26396886.563349385
1
<0.1%
25949424.20538969
1
<0.1%
25657540.93690625
1
<0.1%
19580009.18789236
1
<0.1%
19579531.2953098
1
<0.1%
19546354.910219
1
<0.1%
18129048.150185905
1
<0.1%
17994179.15144533
1
<0.1%
14873363.75503031
1
<0.1%
13495648.522659753
1
<0.1%
13011969.416694298
1
<0.1%
8876886.693548251
1
<0.1%
5912139.791310841
1
<0.1%
5800468.124893916
1
<0.1%
5791957.693250904
1
<0.1%
Bwd IAT Max
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Bwd IAT Std
0.95
Bwd IAT Total
0.84
Bwd IAT Mean
0.80
Flow Duration
0.56
Fwd IAT Total
0.56
Idle Min
0.53
Idle Mean
0.52
Idle Max
0.50
Flow IAT Max
0.50
Fwd IAT Max
0.49
Fwd IAT Std
0.33
Bwd Packet Length Max
0.28
Bwd Packet Length Std
0.27
Total Backward Packets
0.26

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Destination IP
0.55
Protocol
0.25
Source IP
0.24
Label
0.23
Down/Up Ratio
0.19
ACK Flag Count
0.18
URG Flag Count
0.17
Inbound
0.16
Fwd PSH Flags
0.12
RST Flag Count
0.12
SYN Flag Count
0.01
CWE Flag Count
0.00
Bwd PSH Flags
0.00
Fwd URG Flags
0.00
MOST FREQUENT VALUES
0.0
2.6M
>99.9%
1.0
357
<0.1%
2.0
116
<0.1%
3.0
58
<0.1%
47.0
6
<0.1%
49.0
5
<0.1%
50.0
4
<0.1%
45.0
4
<0.1%
53.0
3
<0.1%
5005055.0
2
<0.1%
48.0
2
<0.1%
10031911.0
2
<0.1%
5005018.0
2
<0.1%
65.0
2
<0.1%
605.0
2
<0.1%
SMALLEST VALUES
0.0
2.6M
>99.9%
1.0
357
<0.1%
2.0
116
<0.1%
3.0
58
<0.1%
4.0
2
<0.1%
5.0
1
<0.1%
33.0
1
<0.1%
35.0
1
<0.1%
40.0
1
<0.1%
44.0
1
<0.1%
45.0
4
<0.1%
46.0
1
<0.1%
47.0
6
<0.1%
48.0
2
<0.1%
49.0
5
<0.1%
LARGEST VALUES
59025352.0
1
<0.1%
59025235.0
1
<0.1%
59025119.0
1
<0.1%
59025061.0
1
<0.1%
59024719.0
1
<0.1%
59000976.0
1
<0.1%
59000886.0
1
<0.1%
59000726.0
1
<0.1%
58908329.0
1
<0.1%
58024721.0
1
<0.1%
44440167.0
1
<0.1%
44427963.0
1
<0.1%
17527127.0
1
<0.1%
16127980.0
1
<0.1%
10240128.0
1
<0.1%
Bwd IAT Min
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Bwd Packet Length Min
0.27
Bwd Packet Length Mean
0.11
Avg Bwd Segment Size
0.11
Bwd Packets/s
0.11
Init_Win_bytes_forward
0.08
Bwd Header Length
-0.08
Init_Win_bytes_backward
0.08
Bwd Packet Length Max
0.07
Total Backward Packets
0.06
Subflow Bwd Packets
0.06
Bwd Packet Length Std
0.05
Bwd IAT Mean
0.04
Bwd IAT Std
0.04
Bwd IAT Max
0.04

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Destination IP
0.32
Source IP
0.32
Down/Up Ratio
0.28
Label
0.23
Inbound
0.17
Protocol
0.17
URG Flag Count
0.13
CWE Flag Count
0.12
ACK Flag Count
0.10
Fwd PSH Flags
0.05
RST Flag Count
0.05
SYN Flag Count
0.03
Bwd PSH Flags
0.00
Fwd URG Flags
0.00
MOST FREQUENT VALUES
0.0
2.6M
>99.9%
1.0
590
<0.1%
2.0
162
<0.1%
3.0
76
<0.1%
49.0
5
<0.1%
47.0
5
<0.1%
45.0
4
<0.1%
48.0
2
<0.1%
4.0
2
<0.1%
50.0
2
<0.1%
52.0
1
<0.1%
64.0
1
<0.1%
44.0
1
<0.1%
59.0
1
<0.1%
46.0
1
<0.1%
SMALLEST VALUES
0.0
2.6M
>99.9%
1.0
590
<0.1%
2.0
162
<0.1%
3.0
76
<0.1%
4.0
2
<0.1%
5.0
1
<0.1%
33.0
1
<0.1%
40.0
1
<0.1%
44.0
1
<0.1%
45.0
4
<0.1%
46.0
1
<0.1%
47.0
5
<0.1%
48.0
2
<0.1%
49.0
5
<0.1%
50.0
2
<0.1%
LARGEST VALUES
64.0
1
<0.1%
59.0
1
<0.1%
52.0
1
<0.1%
50.0
2
<0.1%
49.0
5
<0.1%
48.0
2
<0.1%
47.0
5
<0.1%
46.0
1
<0.1%
45.0
4
<0.1%
44.0
1
<0.1%
40.0
1
<0.1%
33.0
1
<0.1%
5.0
1
<0.1%
4.0
2
<0.1%
3.0
76
<0.1%
Fwd PSH Flags
MISSING:
---
TOP CATEGORIES
0
2.6M
>99%
1
142
<1%
ALL
2.6M
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Fwd PSH Flags
PROVIDES INFORMATION ON...
Bwd PSH Flags
1.00
Fwd URG Flags
1.00
Bwd URG Flags
1.00
FIN Flag Count
1.00
RST Flag Count
1.00
PSH Flag Count
1.00
ECE Flag Count
1.00
Fwd Avg Bytes/Bulk
1.00
Fwd Avg Packets/Bulk
1.00
Fwd Avg Bulk Rate
1.00
Bwd Avg Bytes/Bulk
1.00
Bwd Avg Packets/Bulk
1.00
Bwd Avg Bulk Rate
1.00
SimillarHTTP
1.00

THESE FEATURES
GIVE INFORMATION
ON Fwd PSH Flags:
RST Flag Count
1.00
Destination IP
0.81
URG Flag Count
0.78
Protocol
0.74
Source IP
0.70
Label
0.67
Inbound
0.56
Down/Up Ratio
0.15
CWE Flag Count
0.01
ACK Flag Count
0.00
SYN Flag Count
0.00
Bwd PSH Flags
-0.00
Fwd URG Flags
-0.00
Bwd URG Flags
-0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Fwd PSH Flags
CORRELATION RATIO WITH...
Bwd IAT Std
0.13
Bwd IAT Max
0.12
Bwd IAT Mean
0.10
Bwd Packet Length Min
0.10
Bwd IAT Total
0.08
Flow Duration
0.06
Fwd IAT Total
0.06
Idle Min
0.06
Idle Mean
0.06
Bwd Packet Length Mean
0.06
Avg Bwd Segment Size
0.06
Flow IAT Max
0.06
Idle Max
0.06
Fwd IAT Max
0.06
Bwd PSH Flags
MISSING:
---
TOP CATEGORIES
0
2.6M
100%
ALL
2.6M
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Bwd PSH Flags
PROVIDES INFORMATION ON...
Fwd URG Flags
1.00
Bwd URG Flags
1.00
FIN Flag Count
1.00
PSH Flag Count
1.00
ECE Flag Count
1.00
Fwd Avg Bytes/Bulk
1.00
Fwd Avg Packets/Bulk
1.00
Fwd Avg Bulk Rate
1.00
Bwd Avg Bytes/Bulk
1.00
Bwd Avg Packets/Bulk
1.00
Bwd Avg Bulk Rate
1.00
SimillarHTTP
1.00
SYN Flag Count
0.00
Source IP
0.00

THESE FEATURES
GIVE INFORMATION
ON Bwd PSH Flags:
Source IP
1.00
Destination IP
1.00
Protocol
1.00
Fwd PSH Flags
1.00
Fwd URG Flags
1.00
Bwd URG Flags
1.00
FIN Flag Count
1.00
SYN Flag Count
1.00
RST Flag Count
1.00
PSH Flag Count
1.00
ACK Flag Count
1.00
URG Flag Count
1.00
CWE Flag Count
1.00
ECE Flag Count
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Bwd PSH Flags
CORRELATION RATIO WITH...
Unnamed: 0
0.00
Source Port
0.00
Destination Port
0.00
Flow Duration
0.00
Total Fwd Packets
0.00
Total Backward Packets
0.00
Total Length of Fwd Packets
0.00
Total Length of Bwd Packets
0.00
Fwd Packet Length Max
0.00
Fwd Packet Length Min
0.00
Fwd Packet Length Mean
0.00
Fwd Packet Length Std
0.00
Bwd Packet Length Max
0.00
Bwd Packet Length Min
0.00
Fwd URG Flags
MISSING:
---
TOP CATEGORIES
0
2.6M
100%
ALL
2.6M
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Fwd URG Flags
PROVIDES INFORMATION ON...
Bwd PSH Flags
1.00
Bwd URG Flags
1.00
FIN Flag Count
1.00
PSH Flag Count
1.00
ECE Flag Count
1.00
Fwd Avg Bytes/Bulk
1.00
Fwd Avg Packets/Bulk
1.00
Fwd Avg Bulk Rate
1.00
Bwd Avg Bytes/Bulk
1.00
Bwd Avg Packets/Bulk
1.00
Bwd Avg Bulk Rate
1.00
SimillarHTTP
1.00
SYN Flag Count
0.00
Source IP
0.00

THESE FEATURES
GIVE INFORMATION
ON Fwd URG Flags:
Source IP
1.00
Destination IP
1.00
Protocol
1.00
Fwd PSH Flags
1.00
Bwd PSH Flags
1.00
Bwd URG Flags
1.00
FIN Flag Count
1.00
SYN Flag Count
1.00
RST Flag Count
1.00
PSH Flag Count
1.00
ACK Flag Count
1.00
URG Flag Count
1.00
CWE Flag Count
1.00
ECE Flag Count
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Fwd URG Flags
CORRELATION RATIO WITH...
Unnamed: 0
0.00
Source Port
0.00
Destination Port
0.00
Flow Duration
0.00
Total Fwd Packets
0.00
Total Backward Packets
0.00
Total Length of Fwd Packets
0.00
Total Length of Bwd Packets
0.00
Fwd Packet Length Max
0.00
Fwd Packet Length Min
0.00
Fwd Packet Length Mean
0.00
Fwd Packet Length Std
0.00
Bwd Packet Length Max
0.00
Bwd Packet Length Min
0.00
Bwd URG Flags
MISSING:
---
TOP CATEGORIES
0
2.6M
100%
ALL
2.6M
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Bwd URG Flags
PROVIDES INFORMATION ON...
Bwd PSH Flags
1.00
Fwd URG Flags
1.00
FIN Flag Count
1.00
PSH Flag Count
1.00
ECE Flag Count
1.00
Fwd Avg Bytes/Bulk
1.00
Fwd Avg Packets/Bulk
1.00
Fwd Avg Bulk Rate
1.00
Bwd Avg Bytes/Bulk
1.00
Bwd Avg Packets/Bulk
1.00
Bwd Avg Bulk Rate
1.00
SimillarHTTP
1.00
SYN Flag Count
0.00
Source IP
0.00

THESE FEATURES
GIVE INFORMATION
ON Bwd URG Flags:
Source IP
1.00
Destination IP
1.00
Protocol
1.00
Fwd PSH Flags
1.00
Bwd PSH Flags
1.00
Fwd URG Flags
1.00
FIN Flag Count
1.00
SYN Flag Count
1.00
RST Flag Count
1.00
PSH Flag Count
1.00
ACK Flag Count
1.00
URG Flag Count
1.00
CWE Flag Count
1.00
ECE Flag Count
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Bwd URG Flags
CORRELATION RATIO WITH...
Unnamed: 0
0.00
Source Port
0.00
Destination Port
0.00
Flow Duration
0.00
Total Fwd Packets
0.00
Total Backward Packets
0.00
Total Length of Fwd Packets
0.00
Total Length of Bwd Packets
0.00
Fwd Packet Length Max
0.00
Fwd Packet Length Min
0.00
Fwd Packet Length Mean
0.00
Fwd Packet Length Std
0.00
Bwd Packet Length Max
0.00
Bwd Packet Length Min
0.00
Fwd Header Length
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Fwd Header Length.1
1.00
min_seg_size_forward
0.78
act_data_pkt_fwd
-0.14
Total Length of Fwd Packets
-0.14
Subflow Fwd Bytes
-0.14
Packet Length Std
-0.08
Fwd Packet Length Std
-0.08
Flow Packets/s
0.07
Fwd Packets/s
0.06
Flow Bytes/s
0.06
Average Packet Size
0.03
Fwd IAT Total
-0.03
Flow Duration
-0.03
Fwd Packet Length Min
0.02

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Source IP
0.00
Destination IP
0.00
Inbound
0.00
Protocol
0.00
Down/Up Ratio
0.00
Label
0.00
URG Flag Count
0.00
CWE Flag Count
0.00
ACK Flag Count
0.00
Fwd PSH Flags
0.00
RST Flag Count
0.00
SYN Flag Count
0.00
Bwd PSH Flags
0.00
Fwd URG Flags
0.00
MOST FREQUENT VALUES
40
692,922
26.5%
0
563,260
21.6%
80
373,726
14.3%
120
174,566
6.7%
16
113,051
4.3%
-2
70,242
2.7%
-2125437950
48,486
1.9%
64
45,101
1.7%
32
43,991
1.7%
28
43,905
1.7%
-4
38,571
1.5%
56
24,768
0.9%
-6
19,881
0.8%
-4250875900
19,481
0.7%
660
17,135
0.7%
SMALLEST VALUES
-89268393900
1
<0.1%
-87142955922
1
<0.1%
-68014014120
1
<0.1%
-59512262600
5
<0.1%
-59512262208
1
<0.1%
-59512261704
5
<0.1%
-59512259856
1
<0.1%
-59512252502
1
<0.1%
-57386824194
1
<0.1%
-57386824062
1
<0.1%
-55261385748
1
<0.1%
-48885072850
2
<0.1%
-46759634900
2
<0.1%
-42508759000
1
<0.1%
-42508758776
1
<0.1%
LARGEST VALUES
23688
1
<0.1%
23092
1
<0.1%
21510
1
<0.1%
20384
2
<0.1%
18634
1
<0.1%
18480
1
<0.1%
17908
1
<0.1%
17446
1
<0.1%
17420
1
<0.1%
17272
1
<0.1%
17244
1
<0.1%
17212
1
<0.1%
17116
1
<0.1%
17010
1
<0.1%
16978
1
<0.1%
Bwd Header Length
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Bwd Packet Length Min
-0.14
Bwd IAT Min
-0.08
Bwd Packet Length Mean
-0.04
Avg Bwd Segment Size
-0.04
Bwd Packet Length Max
-0.01
Total Backward Packets
-0.01
Subflow Bwd Packets
-0.01
Fwd Packet Length Max
0.00
Fwd Packet Length Mean
0.00
Avg Fwd Segment Size
0.00
Fwd Packet Length Min
0.00
Min Packet Length
0.00
Packet Length Mean
0.00
Max Packet Length
0.00

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Destination IP
0.18
Down/Up Ratio
0.11
Source IP
0.11
Label
0.10
Inbound
0.07
Protocol
0.00
URG Flag Count
0.00
CWE Flag Count
0.00
ACK Flag Count
0.00
Fwd PSH Flags
0.00
RST Flag Count
0.00
SYN Flag Count
0.00
Bwd PSH Flags
0.00
Fwd URG Flags
0.00
MOST FREQUENT VALUES
0
2.6M
>99.9%
40
314
<0.1%
64
151
<0.1%
32
86
<0.1%
80
54
<0.1%
120
33
<0.1%
208
25
<0.1%
96
25
<0.1%
20
23
<0.1%
304
23
<0.1%
192
20
<0.1%
60
17
<0.1%
784
17
<0.1%
256
16
<0.1%
16
13
<0.1%
SMALLEST VALUES
-2125437950
7
<0.1%
-2
1
<0.1%
0
2.6M
>99.9%
16
13
<0.1%
20
23
<0.1%
28
12
<0.1%
32
86
<0.1%
40
314
<0.1%
48
1
<0.1%
60
17
<0.1%
64
151
<0.1%
80
54
<0.1%
84
3
<0.1%
88
4
<0.1%
96
25
<0.1%
LARGEST VALUES
5224
1
<0.1%
3084
1
<0.1%
2944
1
<0.1%
2704
1
<0.1%
2084
1
<0.1%
1328
1
<0.1%
1296
1
<0.1%
1232
2
<0.1%
1184
2
<0.1%
1120
1
<0.1%
1104
3
<0.1%
1040
1
<0.1%
1024
1
<0.1%
1008
1
<0.1%
944
1
<0.1%
Fwd Packets/s
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Flow Packets/s
1.00
Flow Bytes/s
0.93
Fwd Packet Length Std
-0.79
Packet Length Std
-0.78
act_data_pkt_fwd
-0.45
Total Length of Fwd Packets
-0.41
Subflow Fwd Bytes
-0.41
Average Packet Size
0.33
Min Packet Length
0.22
Fwd Packet Length Min
0.22
Flow IAT Mean
-0.21
Fwd IAT Mean
-0.20
Flow IAT Std
-0.19
Fwd IAT Std
-0.19

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Destination IP
0.02
Source IP
0.02
Down/Up Ratio
0.01
Protocol
0.01
Label
0.01
URG Flag Count
0.01
ACK Flag Count
0.01
CWE Flag Count
0.01
Fwd PSH Flags
0.00
RST Flag Count
0.00
SYN Flag Count
0.00
Inbound
0.00
Bwd PSH Flags
0.00
Fwd URG Flags
0.00
MOST FREQUENT VALUES
2000000.0
940,377
36.0%
1000000.0
180,453
6.9%
41666.66666666666
45,105
1.7%
0.0
42,050
1.6%
40816.32653061225
28,706
1.1%
42553.191489361714
21,285
0.8%
666666.6666666665
19,159
0.7%
43478.260869565216
13,002
0.5%
40000.0
9,736
0.4%
44444.444444444445
6,577
0.3%
39215.68627450981
5,546
0.2%
1333333.333333333
2,878
0.1%
500000.0
2,554
<0.1%
400000.0
2,124
<0.1%
45454.545454545456
2,093
<0.1%
SMALLEST VALUES
0.0
42,050
1.6%
0.0382534379201452
1
<0.1%
0.045670838914738
1
<0.1%
0.0465205398359744
1
<0.1%
0.0481631240702184
1
<0.1%
0.0506012382198894
1
<0.1%
0.0514277123653704
1
<0.1%
0.0515686008072033
1
<0.1%
0.055575425313867
1
<0.1%
0.0618856016804416
1
<0.1%
0.0638757111522456
1
<0.1%
0.0639169121049459
1
<0.1%
0.0651619862631039
1
<0.1%
0.0654188233276524
1
<0.1%
0.0660017932027195
1
<0.1%
LARGEST VALUES
4000000.0
13
<0.1%
3000000.0
13
<0.1%
2000000.0
940,377
36.0%
1599999.9999999998
1
<0.1%
1500000.0
1,035
<0.1%
1333333.333333333
2,878
0.1%
1200000.0
1,846
<0.1%
1142857.142857143
2
<0.1%
1090909.0909090908
6
<0.1%
1000000.0
180,453
6.9%
941176.4705882352
1
<0.1%
923076.9230769232
4
<0.1%
888888.8888888889
1
<0.1%
857142.8571428572
233
<0.1%
800000.0
2
<0.1%
Bwd Packets/s
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Init_Win_bytes_forward
0.12
Bwd IAT Min
0.11
Init_Win_bytes_backward
0.07
Total Backward Packets
0.05
Subflow Bwd Packets
0.05
Fwd Packet Length Max
-0.03
Max Packet Length
-0.03
Fwd Packet Length Mean
-0.02
Avg Fwd Segment Size
-0.02
Packet Length Mean
-0.02
Min Packet Length
-0.02
Fwd Packet Length Min
-0.02
Source Port
-0.02
Average Packet Size
-0.02

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Down/Up Ratio
0.70
CWE Flag Count
0.60
URG Flag Count
0.46
Protocol
0.45
Source IP
0.44
Destination IP
0.30
Label
0.13
ACK Flag Count
0.12
Inbound
0.11
SYN Flag Count
0.02
Fwd PSH Flags
0.00
RST Flag Count
0.00
Bwd PSH Flags
0.00
Fwd URG Flags
0.00
MOST FREQUENT VALUES
0.0
2.6M
>99.9%
16949.15254237288
6
<0.1%
17241.379310344826
5
<0.1%
20000.0
5
<0.1%
19417.475728155343
5
<0.1%
10471.204188481675
4
<0.1%
96.2741888899586
4
<0.1%
17857.14285714286
4
<0.1%
18691.58878504673
4
<0.1%
18181.81818181818
4
<0.1%
17094.017094017094
4
<0.1%
16666.666666666668
4
<0.1%
96.05686566447338
4
<0.1%
19230.76923076923
3
<0.1%
6024.0963855421705
3
<0.1%
SMALLEST VALUES
0.0
2.6M
>99.9%
0.0535242025426833
1
<0.1%
0.0535243601093613
1
<0.1%
0.071440647449442
1
<0.1%
0.0899158032913769
1
<0.1%
0.1011130780413486
1
<0.1%
0.1025097566223609
1
<0.1%
0.1340650694198984
1
<0.1%
0.13650715191683
1
<0.1%
0.1524270953693402
1
<0.1%
0.152427374178083
1
<0.1%
0.1525631046557894
1
<0.1%
0.1778733769064945
1
<0.1%
0.178079357147767
1
<0.1%
0.1792232663342997
1
<0.1%
LARGEST VALUES
76923.07692307692
1
<0.1%
74074.07407407407
1
<0.1%
51282.05128205128
1
<0.1%
44444.444444444445
1
<0.1%
32258.06451612904
1
<0.1%
31250.0
1
<0.1%
30303.030303030297
1
<0.1%
28571.42857142857
1
<0.1%
27777.777777777777
1
<0.1%
25641.02564102564
1
<0.1%
25316.45569620253
2
<0.1%
24691.35802469136
1
<0.1%
23529.41176470588
1
<0.1%
23255.81395348837
1
<0.1%
22727.272727272728
1
<0.1%
Min Packet Length
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Fwd Packet Length Min
1.00
Packet Length Mean
1.00
Fwd Packet Length Mean
1.00
Avg Fwd Segment Size
1.00
Average Packet Size
0.99
Fwd Packet Length Max
0.97
Max Packet Length
0.97
Source Port
-0.56
Flow Bytes/s
0.52
Fwd Packet Length Std
-0.33
Packet Length Std
-0.33
Flow Packets/s
0.22
Fwd Packets/s
0.22
act_data_pkt_fwd
-0.20

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Protocol
0.05
Down/Up Ratio
0.05
Destination IP
0.04
Source IP
0.04
Label
0.04
URG Flag Count
0.04
CWE Flag Count
0.03
Inbound
0.03
ACK Flag Count
0.03
Fwd PSH Flags
0.02
RST Flag Count
0.02
SYN Flag Count
0.01
Bwd PSH Flags
0.00
Fwd URG Flags
0.00
MOST FREQUENT VALUES
330.0
757,258
29.0%
321.0
415,908
15.9%
401.0
377,530
14.5%
383.0
377,382
14.5%
375.0
377,317
14.4%
322.0
24,744
0.9%
1472.0
23,810
0.9%
388.0
22,191
0.8%
386.0
22,006
0.8%
345.0
11,476
0.4%
416.0
6,799
0.3%
275.0
6,256
0.2%
427.0
5,617
0.2%
380.0
5,414
0.2%
398.0
5,357
0.2%
SMALLEST VALUES
0.0
1,001
<0.1%
25.0
17
<0.1%
27.0
1
<0.1%
29.0
2
<0.1%
31.0
41
<0.1%
32.0
15
<0.1%
33.0
11
<0.1%
34.0
2
<0.1%
35.0
13
<0.1%
36.0
111
<0.1%
37.0
12
<0.1%
38.0
12
<0.1%
39.0
3
<0.1%
40.0
8
<0.1%
41.0
15
<0.1%
LARGEST VALUES
1472.0
23,810
0.9%
1471.0
3
<0.1%
1470.0
14
<0.1%
1469.0
1
<0.1%
1468.0
10
<0.1%
1467.0
23
<0.1%
1466.0
12
<0.1%
1465.0
12
<0.1%
1464.0
1,011
<0.1%
1463.0
4
<0.1%
1461.0
26
<0.1%
1460.0
9
<0.1%
1459.0
9
<0.1%
1458.0
25
<0.1%
1457.0
38
<0.1%
Max Packet Length
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Fwd Packet Length Max
1.00
Fwd Packet Length Mean
0.99
Avg Fwd Segment Size
0.99
Packet Length Mean
0.99
Fwd Packet Length Min
0.97
Min Packet Length
0.97
Average Packet Size
0.93
Source Port
-0.57
Flow Bytes/s
0.37
Total Length of Fwd Packets
0.18
Subflow Fwd Bytes
0.18
Fwd Packet Length Std
-0.11
Packet Length Std
-0.10
Bwd Packet Length Max
0.08

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Destination IP
0.05
URG Flag Count
0.04
ACK Flag Count
0.04
CWE Flag Count
0.04
Down/Up Ratio
0.03
Source IP
0.03
Protocol
0.02
Fwd PSH Flags
0.02
RST Flag Count
0.02
Label
0.02
Inbound
0.01
SYN Flag Count
0.01
Bwd PSH Flags
0.00
Fwd URG Flags
0.00
MOST FREQUENT VALUES
401.0
416,239
15.9%
393.0
378,229
14.5%
375.0
377,512
14.5%
389.0
377,363
14.5%
383.0
377,238
14.4%
369.0
376,929
14.4%
1472.0
23,810
0.9%
374.0
22,745
0.9%
388.0
22,218
0.9%
386.0
22,141
0.8%
384.0
7,771
0.3%
349.0
6,308
0.2%
486.0
6,281
0.2%
330.0
6,041
0.2%
485.0
5,713
0.2%
SMALLEST VALUES
0.0
614
<0.1%
1.0
49
<0.1%
31.0
40
<0.1%
35.0
8
<0.1%
36.0
107
<0.1%
37.0
1
<0.1%
38.0
4
<0.1%
41.0
7
<0.1%
42.0
1
<0.1%
46.0
82
<0.1%
47.0
15
<0.1%
48.0
3
<0.1%
50.0
103
<0.1%
51.0
7
<0.1%
52.0
6
<0.1%
LARGEST VALUES
3447.0
1
<0.1%
3413.0
1
<0.1%
3364.0
1
<0.1%
3177.0
1
<0.1%
3135.0
1
<0.1%
3063.0
1
<0.1%
2984.0
3
<0.1%
2983.0
1
<0.1%
2975.0
1
<0.1%
2920.0
7
<0.1%
2913.0
1
<0.1%
2907.0
1
<0.1%
2901.0
1
<0.1%
2898.0
1
<0.1%
2896.0
1
<0.1%
Packet Length Mean
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Fwd Packet Length Mean
1.00
Avg Fwd Segment Size
1.00
Fwd Packet Length Min
1.00
Min Packet Length
1.00
Fwd Packet Length Max
0.99
Max Packet Length
0.99
Average Packet Size
0.97
Source Port
-0.56
Flow Bytes/s
0.47
Fwd Packet Length Std
-0.26
Packet Length Std
-0.25
Flow Packets/s
0.16
Fwd Packets/s
0.15
act_data_pkt_fwd
-0.14

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Protocol
0.05
Down/Up Ratio
0.04
URG Flag Count
0.04
Destination IP
0.04
Source IP
0.04
Label
0.04
CWE Flag Count
0.03
Inbound
0.03
Fwd PSH Flags
0.02
RST Flag Count
0.02
ACK Flag Count
0.02
SYN Flag Count
0.01
Bwd PSH Flags
0.00
Fwd URG Flags
0.00
MOST FREQUENT VALUES
401.0
377,494
14.5%
375.0
377,317
14.4%
383.0
377,205
14.4%
345.6
375,131
14.4%
353.6
375,089
14.4%
344.1428571428572
373,738
14.3%
360.1428571428572
36,212
1.4%
1472.0
23,810
0.9%
388.0
22,097
0.8%
386.0
22,008
0.8%
339.42857142857144
21,721
0.8%
309.5882352941176
6,193
0.2%
368.6
5,402
0.2%
398.0
5,357
0.2%
416.0
5,352
0.2%
SMALLEST VALUES
0.0
614
<0.1%
0.4
2
<0.1%
0.5
3
<0.1%
0.5000000000000001
7
<0.1%
0.5000000000000002
3
<0.1%
0.523809523809524
2
<0.1%
0.5294117647058825
3
<0.1%
0.5384615384615385
22
<0.1%
0.5555555555555556
3
<0.1%
0.6
2
<0.1%
0.6000000000000001
2
<0.1%
1.8260869565217392
2
<0.1%
3.2727272727272725
1
<0.1%
4.3125
2
<0.1%
5.583333333333332
3
<0.1%
LARGEST VALUES
1472.0
23,810
0.9%
1471.0
3
<0.1%
1470.0
14
<0.1%
1469.0
1
<0.1%
1468.0
10
<0.1%
1467.0
23
<0.1%
1466.0
12
<0.1%
1465.0
12
<0.1%
1464.0
1,011
<0.1%
1463.0
4
<0.1%
1461.0
26
<0.1%
1460.0
10
<0.1%
1459.0
9
<0.1%
1458.0
25
<0.1%
1457.0
38
<0.1%
Packet Length Std
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Fwd Packet Length Std
0.99
Flow Packets/s
-0.80
Fwd Packets/s
-0.78
Flow Bytes/s
-0.77
act_data_pkt_fwd
0.55
Total Length of Fwd Packets
0.48
Subflow Fwd Bytes
0.48
Average Packet Size
-0.45
Packet Length Variance
0.38
Min Packet Length
-0.33
Fwd Packet Length Min
-0.33
Packet Length Mean
-0.25
Bwd Packet Length Std
0.25
Bwd Packet Length Max
0.24

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ACK Flag Count
0.16
Destination IP
0.11
Protocol
0.09
Source IP
0.08
Down/Up Ratio
0.07
Label
0.07
Inbound
0.03
Fwd PSH Flags
0.01
RST Flag Count
0.01
URG Flag Count
0.01
CWE Flag Count
0.01
SYN Flag Count
0.00
Bwd PSH Flags
0.00
Fwd URG Flags
0.00
MOST FREQUENT VALUES
0.0
1.3M
50.9%
21.36117974270148
391,354
15.0%
32.3156308928048
388,979
14.9%
33.61759743263722
387,860
14.9%
30.703885282298888
36,215
1.4%
23.957303290487022
29,570
1.1%
33.79544870158076
17,441
0.7%
29.74574799546185
5,149
0.2%
31.32209018142519
3,106
0.1%
4.929503017546495
2,600
<0.1%
34.50652112282547
1,843
<0.1%
16.97939928266015
1,045
<0.1%
27.88320880625707
988
<0.1%
32.50226816542864
805
<0.1%
27.930986377140343
722
<0.1%
SMALLEST VALUES
0.0
1.3M
50.9%
0.5026246899500346
2
<0.1%
0.5055250296034367
3
<0.1%
0.50709255283711
2
<0.1%
0.511766315719159
8
<0.1%
0.5144957554275266
4
<0.1%
0.5188745216627708
22
<0.1%
0.5270462766947299
3
<0.1%
0.5477225575051661
284
<0.1%
1.0540925533894483
2
<0.1%
1.095445115010332
29
<0.1%
1.154700538379246
1
<0.1%
1.6035674514745482
39
<0.1%
1.6431676725154984
476
<0.1%
2.138089935299392
1
<0.1%
LARGEST VALUES
1201.6454840264018
1
<0.1%
1160.2903447889785
1
<0.1%
1137.0549474974484
1
<0.1%
1105.8501405404502
1
<0.1%
1080.4187900553943
1
<0.1%
1068.1599282658667
1
<0.1%
1050.0360788079706
1
<0.1%
1042.0687139937968
1
<0.1%
1038.9900945950674
1
<0.1%
963.1310072325216
1
<0.1%
937.4527300867536
1
<0.1%
914.8710950920466
1
<0.1%
885.0733136430807
1
<0.1%
827.9502451630824
1
<0.1%
816.0664013599452
1
<0.1%
Packet Length Variance
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Bwd Packet Length Mean
0.85
Avg Bwd Segment Size
0.85
Bwd Packet Length Std
0.81
Bwd Packet Length Max
0.79
Total Length of Bwd Packets
0.48
Subflow Bwd Bytes
0.48
Total Backward Packets
0.39
Subflow Bwd Packets
0.39
Packet Length Std
0.38
Init_Win_bytes_forward
0.36
Fwd Packet Length Std
0.25
Bwd IAT Max
0.24
Bwd IAT Total
0.21
Bwd IAT Std
0.18

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Destination IP
0.45
ACK Flag Count
0.43
Protocol
0.29
Down/Up Ratio
0.28
Source IP
0.26
Label
0.23
Inbound
0.15
URG Flag Count
0.06
CWE Flag Count
0.02
Fwd PSH Flags
0.01
RST Flag Count
0.01
SYN Flag Count
0.00
Bwd PSH Flags
0.00
Fwd URG Flags
0.00
MOST FREQUENT VALUES
0.0
1.3M
50.9%
456.3
391,354
15.0%
1044.3
388,979
14.9%
1130.1428571428569
387,860
14.9%
942.7285714285706
36,215
1.4%
573.9523809523804
29,570
1.1%
1142.1323529411768
17,411
0.7%
884.8095238095233
5,149
0.2%
981.0733333333324
3,089
0.1%
24.3
2,600
<0.1%
1190.7
1,843
<0.1%
288.3
1,045
<0.1%
777.4733333333319
988
<0.1%
1056.397435897436
666
<0.1%
444.2380952380948
593
<0.1%
SMALLEST VALUES
0.0
1.3M
50.9%
0.2526315789473684
2
<0.1%
0.2555555555555555
3
<0.1%
0.2571428571428571
2
<0.1%
0.2619047619047619
8
<0.1%
0.2647058823529412
4
<0.1%
0.2692307692307692
22
<0.1%
0.2777777777777778
3
<0.1%
0.3
284
<0.1%
1.1111111111110872
2
<0.1%
1.2
29
<0.1%
1.3333333333333206
1
<0.1%
2.5714285714285774
39
<0.1%
2.7
476
<0.1%
4.571428571428556
1
<0.1%
LARGEST VALUES
1443951.8692810456
1
<0.1%
1346273.6842105263
1
<0.1%
1292893.9536284253
1
<0.1%
1222904.5333333332
1
<0.1%
1167304.761904762
1
<0.1%
1140965.6323529414
1
<0.1%
1102575.766798419
1
<0.1%
1085907.204684685
1
<0.1%
1079500.416666667
1
<0.1%
927621.3370927316
1
<0.1%
878817.6211471077
1
<0.1%
836989.1206349207
1
<0.1%
783354.7705231431
1
<0.1%
685501.6084656084
1
<0.1%
665964.3714285713
1
<0.1%
FIN Flag Count
MISSING:
---
TOP CATEGORIES
0
2.6M
100%
ALL
2.6M
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
FIN Flag Count
PROVIDES INFORMATION ON...
Bwd PSH Flags
1.00
Fwd URG Flags
1.00
Bwd URG Flags
1.00
PSH Flag Count
1.00
ECE Flag Count
1.00
Fwd Avg Bytes/Bulk
1.00
Fwd Avg Packets/Bulk
1.00
Fwd Avg Bulk Rate
1.00
Bwd Avg Bytes/Bulk
1.00
Bwd Avg Packets/Bulk
1.00
Bwd Avg Bulk Rate
1.00
SimillarHTTP
1.00
SYN Flag Count
0.00
Source IP
0.00

THESE FEATURES
GIVE INFORMATION
ON FIN Flag Count:
Source IP
1.00
Destination IP
1.00
Protocol
1.00
Fwd PSH Flags
1.00
Bwd PSH Flags
1.00
Fwd URG Flags
1.00
Bwd URG Flags
1.00
SYN Flag Count
1.00
RST Flag Count
1.00
PSH Flag Count
1.00
ACK Flag Count
1.00
URG Flag Count
1.00
CWE Flag Count
1.00
ECE Flag Count
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
FIN Flag Count
CORRELATION RATIO WITH...
Unnamed: 0
0.00
Source Port
0.00
Destination Port
0.00
Flow Duration
0.00
Total Fwd Packets
0.00
Total Backward Packets
0.00
Total Length of Fwd Packets
0.00
Total Length of Bwd Packets
0.00
Fwd Packet Length Max
0.00
Fwd Packet Length Min
0.00
Fwd Packet Length Mean
0.00
Fwd Packet Length Std
0.00
Bwd Packet Length Max
0.00
Bwd Packet Length Min
0.00
SYN Flag Count
MISSING:
---
TOP CATEGORIES
0
2.6M
>99%
1
19
<1%
ALL
2.6M
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
SYN Flag Count
PROVIDES INFORMATION ON...
Bwd PSH Flags
1.00
Fwd URG Flags
1.00
Bwd URG Flags
1.00
FIN Flag Count
1.00
PSH Flag Count
1.00
ECE Flag Count
1.00
Fwd Avg Bytes/Bulk
1.00
Fwd Avg Packets/Bulk
1.00
Fwd Avg Bulk Rate
1.00
Bwd Avg Bytes/Bulk
1.00
Bwd Avg Packets/Bulk
1.00
Bwd Avg Bulk Rate
1.00
SimillarHTTP
1.00
URG Flag Count
0.02

THESE FEATURES
GIVE INFORMATION
ON SYN Flag Count:
Protocol
0.62
URG Flag Count
0.60
Destination IP
0.54
Source IP
0.53
Inbound
0.45
Label
0.04
Down/Up Ratio
0.02
CWE Flag Count
0.00
ACK Flag Count
0.00
Fwd PSH Flags
0.00
RST Flag Count
0.00
Bwd PSH Flags
0.00
Fwd URG Flags
0.00
Bwd URG Flags
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
SYN Flag Count
CORRELATION RATIO WITH...
Init_Win_bytes_backward
0.16
Bwd IAT Min
0.03
Total Backward Packets
0.02
Subflow Bwd Packets
0.02
Bwd IAT Mean
0.02
Bwd Packets/s
0.02
Bwd IAT Std
0.02
Source Port
0.01
Bwd IAT Max
0.01
Fwd IAT Mean
0.01
Fwd Packet Length Max
0.01
Max Packet Length
0.01
Fwd Packet Length Mean
0.01
Avg Fwd Segment Size
0.01
RST Flag Count
MISSING:
---
TOP CATEGORIES
0
2.6M
>99%
1
142
<1%
ALL
2.6M
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
RST Flag Count
PROVIDES INFORMATION ON...
Fwd PSH Flags
1.00
Bwd PSH Flags
1.00
Fwd URG Flags
1.00
Bwd URG Flags
1.00
FIN Flag Count
1.00
PSH Flag Count
1.00
ECE Flag Count
1.00
Fwd Avg Bytes/Bulk
1.00
Fwd Avg Packets/Bulk
1.00
Fwd Avg Bulk Rate
1.00
Bwd Avg Bytes/Bulk
1.00
Bwd Avg Packets/Bulk
1.00
Bwd Avg Bulk Rate
1.00
SimillarHTTP
1.00

THESE FEATURES
GIVE INFORMATION
ON RST Flag Count:
Fwd PSH Flags
1.00
Destination IP
0.81
URG Flag Count
0.78
Protocol
0.74
Source IP
0.70
Label
0.67
Inbound
0.56
Down/Up Ratio
0.15
CWE Flag Count
0.01
ACK Flag Count
0.00
SYN Flag Count
0.00
Bwd PSH Flags
-0.00
Fwd URG Flags
-0.00
Bwd URG Flags
-0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
RST Flag Count
CORRELATION RATIO WITH...
Bwd IAT Std
0.13
Bwd IAT Max
0.12
Bwd IAT Mean
0.10
Bwd Packet Length Min
0.10
Bwd IAT Total
0.08
Flow Duration
0.06
Fwd IAT Total
0.06
Idle Min
0.06
Idle Mean
0.06
Bwd Packet Length Mean
0.06
Avg Bwd Segment Size
0.06
Flow IAT Max
0.06
Idle Max
0.06
Fwd IAT Max
0.06
PSH Flag Count
MISSING:
---
TOP CATEGORIES
0
2.6M
100%
ALL
2.6M
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
PSH Flag Count
PROVIDES INFORMATION ON...
Bwd PSH Flags
1.00
Fwd URG Flags
1.00
Bwd URG Flags
1.00
FIN Flag Count
1.00
ECE Flag Count
1.00
Fwd Avg Bytes/Bulk
1.00
Fwd Avg Packets/Bulk
1.00
Fwd Avg Bulk Rate
1.00
Bwd Avg Bytes/Bulk
1.00
Bwd Avg Packets/Bulk
1.00
Bwd Avg Bulk Rate
1.00
SimillarHTTP
1.00
SYN Flag Count
0.00
Source IP
0.00

THESE FEATURES
GIVE INFORMATION
ON PSH Flag Count:
Source IP
1.00
Destination IP
1.00
Protocol
1.00
Fwd PSH Flags
1.00
Bwd PSH Flags
1.00
Fwd URG Flags
1.00
Bwd URG Flags
1.00
FIN Flag Count
1.00
SYN Flag Count
1.00
RST Flag Count
1.00
ACK Flag Count
1.00
URG Flag Count
1.00
CWE Flag Count
1.00
ECE Flag Count
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
PSH Flag Count
CORRELATION RATIO WITH...
Unnamed: 0
0.00
Source Port
0.00
Destination Port
0.00
Flow Duration
0.00
Total Fwd Packets
0.00
Total Backward Packets
0.00
Total Length of Fwd Packets
0.00
Total Length of Bwd Packets
0.00
Fwd Packet Length Max
0.00
Fwd Packet Length Min
0.00
Fwd Packet Length Mean
0.00
Fwd Packet Length Std
0.00
Bwd Packet Length Max
0.00
Bwd Packet Length Min
0.00
ACK Flag Count
MISSING:
---
TOP CATEGORIES
0
2.6M
>99%
1
275
<1%
ALL
2.6M
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
ACK Flag Count
PROVIDES INFORMATION ON...
Bwd PSH Flags
1.00
Fwd URG Flags
1.00
Bwd URG Flags
1.00
FIN Flag Count
1.00
PSH Flag Count
1.00
ECE Flag Count
1.00
Fwd Avg Bytes/Bulk
1.00
Fwd Avg Packets/Bulk
1.00
Fwd Avg Bulk Rate
1.00
Bwd Avg Bytes/Bulk
1.00
Bwd Avg Packets/Bulk
1.00
Bwd Avg Bulk Rate
1.00
SimillarHTTP
1.00
Protocol
0.24

THESE FEATURES
GIVE INFORMATION
ON ACK Flag Count:
Protocol
0.80
Down/Up Ratio
0.27
Destination IP
0.24
Source IP
0.21
Label
0.21
Inbound
0.16
URG Flag Count
0.00
CWE Flag Count
0.00
Fwd PSH Flags
0.00
RST Flag Count
0.00
SYN Flag Count
0.00
Bwd PSH Flags
-0.00
Fwd URG Flags
-0.00
Bwd URG Flags
-0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ACK Flag Count
CORRELATION RATIO WITH...
Init_Win_bytes_forward
0.80
Bwd Packet Length Std
0.69
Bwd Packet Length Max
0.65
Bwd Packet Length Mean
0.55
Avg Bwd Segment Size
0.55
Packet Length Variance
0.43
Init_Win_bytes_backward
0.39
Total Backward Packets
0.37
Subflow Bwd Packets
0.37
Total Length of Bwd Packets
0.23
Subflow Bwd Bytes
0.23
Bwd IAT Max
0.18
Packet Length Std
0.16
Bwd IAT Total
0.15
URG Flag Count
MISSING:
---
TOP CATEGORIES
0
2.6M
>99%
1
647
<1%
ALL
2.6M
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
URG Flag Count
PROVIDES INFORMATION ON...
Bwd PSH Flags
1.00
Fwd URG Flags
1.00
Bwd URG Flags
1.00
FIN Flag Count
1.00
PSH Flag Count
1.00
ECE Flag Count
1.00
Fwd Avg Bytes/Bulk
1.00
Fwd Avg Packets/Bulk
1.00
Fwd Avg Bulk Rate
1.00
Bwd Avg Bytes/Bulk
1.00
Bwd Avg Packets/Bulk
1.00
Bwd Avg Bulk Rate
1.00
SimillarHTTP
1.00
CWE Flag Count
0.88

THESE FEATURES
GIVE INFORMATION
ON URG Flag Count:
Protocol
0.91
Destination IP
0.63
Source IP
0.60
CWE Flag Count
0.55
Down/Up Ratio
0.53
Inbound
0.42
Label
0.42
Fwd PSH Flags
0.20
RST Flag Count
0.20
SYN Flag Count
0.02
ACK Flag Count
0.00
Bwd PSH Flags
-0.00
Fwd URG Flags
-0.00
Bwd URG Flags
-0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
URG Flag Count
CORRELATION RATIO WITH...
Bwd Packets/s
0.46
Bwd IAT Mean
0.27
Bwd IAT Std
0.22
Bwd IAT Total
0.17
Bwd IAT Max
0.17
Bwd IAT Min
0.13
Flow Duration
0.12
Fwd IAT Total
0.11
Total Backward Packets
0.11
Subflow Bwd Packets
0.11
Idle Min
0.09
Idle Mean
0.09
Fwd IAT Mean
0.09
Flow IAT Max
0.08
CWE Flag Count
MISSING:
---
TOP CATEGORIES
0
2.6M
>99%
1
382
<1%
ALL
2.6M
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
CWE Flag Count
PROVIDES INFORMATION ON...
Bwd PSH Flags
1.00
Fwd URG Flags
1.00
Bwd URG Flags
1.00
FIN Flag Count
1.00
PSH Flag Count
1.00
ECE Flag Count
1.00
Fwd Avg Bytes/Bulk
1.00
Fwd Avg Packets/Bulk
1.00
Fwd Avg Bulk Rate
1.00
Bwd Avg Bytes/Bulk
1.00
Bwd Avg Packets/Bulk
1.00
Bwd Avg Bulk Rate
1.00
SimillarHTTP
1.00
URG Flag Count
0.55

THESE FEATURES
GIVE INFORMATION
ON CWE Flag Count:
URG Flag Count
0.88
Protocol
0.83
Down/Up Ratio
0.74
Destination IP
0.46
Source IP
0.46
Inbound
0.28
Label
0.21
Fwd PSH Flags
0.01
RST Flag Count
0.01
ACK Flag Count
0.00
SYN Flag Count
0.00
Bwd PSH Flags
-0.00
Fwd URG Flags
-0.00
Bwd URG Flags
-0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CWE Flag Count
CORRELATION RATIO WITH...
Bwd Packets/s
0.60
Bwd IAT Min
0.12
Total Backward Packets
0.06
Subflow Bwd Packets
0.06
Fwd Packet Length Max
0.04
Init_Win_bytes_backward
0.04
Max Packet Length
0.04
Fwd Packet Length Mean
0.03
Avg Fwd Segment Size
0.03
Packet Length Mean
0.03
Min Packet Length
0.03
Fwd Packet Length Min
0.03
Average Packet Size
0.03
Bwd Packet Length Mean
0.03
ECE Flag Count
MISSING:
---
TOP CATEGORIES
0
2.6M
100%
ALL
2.6M
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
ECE Flag Count
PROVIDES INFORMATION ON...
Bwd PSH Flags
1.00
Fwd URG Flags
1.00
Bwd URG Flags
1.00
FIN Flag Count
1.00
PSH Flag Count
1.00
Fwd Avg Bytes/Bulk
1.00
Fwd Avg Packets/Bulk
1.00
Fwd Avg Bulk Rate
1.00
Bwd Avg Bytes/Bulk
1.00
Bwd Avg Packets/Bulk
1.00
Bwd Avg Bulk Rate
1.00
SimillarHTTP
1.00
SYN Flag Count
0.00
Source IP
0.00

THESE FEATURES
GIVE INFORMATION
ON ECE Flag Count:
Source IP
1.00
Destination IP
1.00
Protocol
1.00
Fwd PSH Flags
1.00
Bwd PSH Flags
1.00
Fwd URG Flags
1.00
Bwd URG Flags
1.00
FIN Flag Count
1.00
SYN Flag Count
1.00
RST Flag Count
1.00
PSH Flag Count
1.00
ACK Flag Count
1.00
URG Flag Count
1.00
CWE Flag Count
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ECE Flag Count
CORRELATION RATIO WITH...
Unnamed: 0
0.00
Source Port
0.00
Destination Port
0.00
Flow Duration
0.00
Total Fwd Packets
0.00
Total Backward Packets
0.00
Total Length of Fwd Packets
0.00
Total Length of Bwd Packets
0.00
Fwd Packet Length Max
0.00
Fwd Packet Length Min
0.00
Fwd Packet Length Mean
0.00
Fwd Packet Length Std
0.00
Bwd Packet Length Max
0.00
Bwd Packet Length Min
0.00
Down/Up Ratio
MISSING:
---
TOP CATEGORIES
0.0
2.6M
>99%
1.0
547
<1%
2.0
168
<1%
3.0
39
<1%
4.0
13
<1%
5.0
5
<1%
ALL
2.6M
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Down/Up Ratio
PROVIDES INFORMATION ON...
Bwd PSH Flags
1.00
Fwd URG Flags
1.00
Bwd URG Flags
1.00
FIN Flag Count
1.00
PSH Flag Count
1.00
ECE Flag Count
1.00
Fwd Avg Bytes/Bulk
1.00
Fwd Avg Packets/Bulk
1.00
Fwd Avg Bulk Rate
1.00
Bwd Avg Bytes/Bulk
1.00
Bwd Avg Packets/Bulk
1.00
Bwd Avg Bulk Rate
1.00
SimillarHTTP
1.00
CWE Flag Count
0.74

THESE FEATURES
GIVE INFORMATION
ON Down/Up Ratio:
Destination IP
0.63
Source IP
0.61
Protocol
0.51
Label
0.48
Inbound
0.47
URG Flag Count
0.41
CWE Flag Count
0.36
ACK Flag Count
0.10
Fwd PSH Flags
0.03
RST Flag Count
0.03
SYN Flag Count
0.00
Bwd PSH Flags
-0.00
Fwd URG Flags
-0.00
Bwd URG Flags
-0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Down/Up Ratio
CORRELATION RATIO WITH...
Bwd Packets/s
0.70
Bwd Packet Length Min
0.59
Bwd Packet Length Mean
0.39
Avg Bwd Segment Size
0.39
Init_Win_bytes_backward
0.36
Bwd Packet Length Max
0.30
Packet Length Variance
0.28
Bwd IAT Min
0.28
Total Backward Packets
0.27
Subflow Bwd Packets
0.27
Bwd Packet Length Std
0.23
Bwd IAT Mean
0.23
Bwd IAT Std
0.21
Bwd IAT Max
0.19
Average Packet Size
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Fwd Packet Length Min
0.99
Min Packet Length
0.99
Packet Length Mean
0.97
Fwd Packet Length Mean
0.97
Avg Fwd Segment Size
0.97
Fwd Packet Length Max
0.93
Max Packet Length
0.93
Flow Bytes/s
0.61
Source Port
-0.53
Fwd Packet Length Std
-0.46
Packet Length Std
-0.45
Flow Packets/s
0.34
Fwd Packets/s
0.33
act_data_pkt_fwd
-0.29

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Protocol
0.04
Down/Up Ratio
0.04
URG Flag Count
0.04
Destination IP
0.04
Source IP
0.04
Label
0.04
CWE Flag Count
0.03
Inbound
0.02
ACK Flag Count
0.02
Fwd PSH Flags
0.02
RST Flag Count
0.02
SYN Flag Count
0.01
Bwd PSH Flags
0.00
Fwd URG Flags
0.00
MOST FREQUENT VALUES
601.5
377,494
14.5%
562.5
377,322
14.4%
574.5
377,205
14.4%
432.0
375,154
14.4%
442.0
375,089
14.4%
401.5
373,738
14.3%
378.15
36,212
1.4%
2208.0
23,769
0.9%
582.0
22,097
0.8%
579.0
22,006
0.8%
396.0
21,721
0.8%
328.9375
6,206
0.2%
597.0
5,357
0.2%
624.0
5,352
0.2%
570.0
5,269
0.2%
SMALLEST VALUES
0.0
614
<0.1%
0.4210526315789473
2
<0.1%
0.5111111111111111
3
<0.1%
0.5238095238095238
6
<0.1%
0.5294117647058824
1
<0.1%
0.55
2
<0.1%
0.5625
3
<0.1%
0.5833333333333334
22
<0.1%
0.6
3
<0.1%
0.625
3
<0.1%
0.6428571428571429
2
<0.1%
0.75
2
<0.1%
1.9090909090909087
2
<0.1%
3.6
1
<0.1%
4.6
2
<0.1%
LARGEST VALUES
2208.0
23,769
0.9%
2206.5
3
<0.1%
2205.0
14
<0.1%
2203.5
1
<0.1%
2202.0
10
<0.1%
2200.5
23
<0.1%
2199.0
12
<0.1%
2197.5
12
<0.1%
2196.0
1,011
<0.1%
2194.5
4
<0.1%
2191.5
26
<0.1%
2190.0
5
<0.1%
2188.5
9
<0.1%
2187.0
25
<0.1%
2185.5
38
<0.1%
Avg Fwd Segment Size
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Fwd Packet Length Mean
1.00
Packet Length Mean
1.00
Fwd Packet Length Min
1.00
Min Packet Length
1.00
Fwd Packet Length Max
0.99
Max Packet Length
0.99
Average Packet Size
0.97
Source Port
-0.57
Flow Bytes/s
0.46
Fwd Packet Length Std
-0.24
Packet Length Std
-0.24
Flow Packets/s
0.14
Fwd Packets/s
0.14
act_data_pkt_fwd
-0.14

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Protocol
0.05
Down/Up Ratio
0.05
Destination IP
0.04
Source IP
0.04
Label
0.04
URG Flag Count
0.04
CWE Flag Count
0.03
Inbound
0.03
ACK Flag Count
0.02
Fwd PSH Flags
0.02
RST Flag Count
0.02
SYN Flag Count
0.01
Bwd PSH Flags
0.00
Fwd URG Flags
0.00
MOST FREQUENT VALUES
401.0
377,494
14.5%
375.0
377,317
14.4%
383.0
377,213
14.4%
349.5
375,125
14.4%
359.5
374,721
14.3%
348.0
373,804
14.3%
362.1
36,213
1.4%
1472.0
23,810
0.9%
386.0
22,182
0.8%
388.0
22,097
0.8%
342.3333333333333
21,721
0.8%
363.0
6,555
0.3%
311.75
6,207
0.2%
398.0
5,358
0.2%
416.0
5,352
0.2%
SMALLEST VALUES
0.0
626
<0.1%
0.8
2
<0.1%
0.8571428571428571
2
<0.1%
0.8888888888888888
1
<0.1%
0.9090909090909092
6
<0.1%
0.9565217391304348
3
<0.1%
1.0
37
<0.1%
3.4166666666666665
2
<0.1%
5.833333333333332
1
<0.1%
9.428571428571429
1
<0.1%
12.4
3
<0.1%
14.857142857142858
1
<0.1%
15.5
29
<0.1%
17.333333333333332
1
<0.1%
20.666666666666668
2
<0.1%
LARGEST VALUES
2131.0
1
<0.1%
1472.0
23,810
0.9%
1471.0
3
<0.1%
1470.0
14
<0.1%
1469.0
1
<0.1%
1468.0
10
<0.1%
1467.0
23
<0.1%
1466.0
12
<0.1%
1465.0
12
<0.1%
1464.0
1,011
<0.1%
1463.0
4
<0.1%
1461.0
26
<0.1%
1460.0
9
<0.1%
1459.0
9
<0.1%
1458.0
25
<0.1%
Avg Bwd Segment Size
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Bwd Packet Length Mean
1.00
Bwd Packet Length Std
0.90
Bwd Packet Length Max
0.86
Packet Length Variance
0.85
Total Length of Bwd Packets
0.52
Subflow Bwd Bytes
0.52
Init_Win_bytes_forward
0.52
Total Backward Packets
0.43
Subflow Bwd Packets
0.43
Bwd Packet Length Min
0.26
Bwd IAT Max
0.24
Packet Length Std
0.24
Bwd IAT Total
0.19
Bwd IAT Std
0.19

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ACK Flag Count
0.55
Destination IP
0.46
Down/Up Ratio
0.39
Source IP
0.37
Protocol
0.34
Label
0.34
Inbound
0.23
Fwd PSH Flags
0.06
RST Flag Count
0.06
URG Flag Count
0.05
CWE Flag Count
0.03
SYN Flag Count
0.00
Bwd PSH Flags
0.00
Fwd URG Flags
0.00
MOST FREQUENT VALUES
0.0
2.6M
>99.9%
46.0
29
<0.1%
23.0
22
<0.1%
357.66666666666674
22
<0.1%
476.66666666666674
22
<0.1%
118.08333333333331
16
<0.1%
47.0
15
<0.1%
102.0
14
<0.1%
59.0
14
<0.1%
58.0
12
<0.1%
57.0
9
<0.1%
536.25
8
<0.1%
94.0
8
<0.1%
41.0
7
<0.1%
93.0
7
<0.1%
SMALLEST VALUES
0.0
2.6M
>99.9%
0.8888888888888888
2
<0.1%
7.75
2
<0.1%
10.333333333333334
3
<0.1%
12.4
2
<0.1%
14.8
1
<0.1%
20.666666666666668
1
<0.1%
23.0
22
<0.1%
25.33333333333333
1
<0.1%
27.2
1
<0.1%
28.0
1
<0.1%
30.66666666666667
2
<0.1%
34.0
1
<0.1%
34.666666666666664
2
<0.1%
35.0
6
<0.1%
LARGEST VALUES
1825.0
1
<0.1%
1717.6470588235293
1
<0.1%
1537.0666666666666
1
<0.1%
1503.9024390243906
1
<0.1%
1471.0434782608695
1
<0.1%
1345.1940298507463
1
<0.1%
1326.7615384615383
1
<0.1%
1282.588235294117
1
<0.1%
1245.5
1
<0.1%
1159.25
1
<0.1%
1152.421052631579
1
<0.1%
985.6470588235294
1
<0.1%
795.0555555555555
1
<0.1%
781.4563106796116
1
<0.1%
714.6666666666665
2
<0.1%
Fwd Header Length.1
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Fwd Header Length
1.00
min_seg_size_forward
0.78
act_data_pkt_fwd
-0.14
Total Length of Fwd Packets
-0.14
Subflow Fwd Bytes
-0.14
Packet Length Std
-0.08
Fwd Packet Length Std
-0.08
Flow Packets/s
0.07
Fwd Packets/s
0.06
Flow Bytes/s
0.06
Average Packet Size
0.03
Fwd IAT Total
-0.03
Flow Duration
-0.03
Fwd Packet Length Min
0.02

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Source IP
0.00
Destination IP
0.00
Inbound
0.00
Protocol
0.00
Down/Up Ratio
0.00
Label
0.00
URG Flag Count
0.00
CWE Flag Count
0.00
ACK Flag Count
0.00
Fwd PSH Flags
0.00
RST Flag Count
0.00
SYN Flag Count
0.00
Bwd PSH Flags
0.00
Fwd URG Flags
0.00
MOST FREQUENT VALUES
40
692,922
26.5%
0
563,260
21.6%
80
373,726
14.3%
120
174,566
6.7%
16
113,051
4.3%
-2
70,242
2.7%
-2125437950
48,486
1.9%
64
45,101
1.7%
32
43,991
1.7%
28
43,905
1.7%
-4
38,571
1.5%
56
24,768
0.9%
-6
19,881
0.8%
-4250875900
19,481
0.7%
660
17,135
0.7%
SMALLEST VALUES
-89268393900
1
<0.1%
-87142955922
1
<0.1%
-68014014120
1
<0.1%
-59512262600
5
<0.1%
-59512262208
1
<0.1%
-59512261704
5
<0.1%
-59512259856
1
<0.1%
-59512252502
1
<0.1%
-57386824194
1
<0.1%
-57386824062
1
<0.1%
-55261385748
1
<0.1%
-48885072850
2
<0.1%
-46759634900
2
<0.1%
-42508759000
1
<0.1%
-42508758776
1
<0.1%
LARGEST VALUES
23688
1
<0.1%
23092
1
<0.1%
21510
1
<0.1%
20384
2
<0.1%
18634
1
<0.1%
18480
1
<0.1%
17908
1
<0.1%
17446
1
<0.1%
17420
1
<0.1%
17272
1
<0.1%
17244
1
<0.1%
17212
1
<0.1%
17116
1
<0.1%
17010
1
<0.1%
16978
1
<0.1%
Fwd Avg Bytes/Bulk
MISSING:
---
TOP CATEGORIES
0
2.6M
100%
ALL
2.6M
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Fwd Avg Bytes/Bulk
PROVIDES INFORMATION ON...
Bwd PSH Flags
1.00
Fwd URG Flags
1.00
Bwd URG Flags
1.00
FIN Flag Count
1.00
PSH Flag Count
1.00
ECE Flag Count
1.00
Fwd Avg Packets/Bulk
1.00
Fwd Avg Bulk Rate
1.00
Bwd Avg Bytes/Bulk
1.00
Bwd Avg Packets/Bulk
1.00
Bwd Avg Bulk Rate
1.00
SimillarHTTP
1.00
SYN Flag Count
0.00
Source IP
0.00

THESE FEATURES
GIVE INFORMATION
ON Fwd Avg Bytes/Bulk:
Source IP
1.00
Destination IP
1.00
Protocol
1.00
Fwd PSH Flags
1.00
Bwd PSH Flags
1.00
Fwd URG Flags
1.00
Bwd URG Flags
1.00
FIN Flag Count
1.00
SYN Flag Count
1.00
RST Flag Count
1.00
PSH Flag Count
1.00
ACK Flag Count
1.00
URG Flag Count
1.00
CWE Flag Count
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Fwd Avg Bytes/Bulk
CORRELATION RATIO WITH...
Unnamed: 0
0.00
Source Port
0.00
Destination Port
0.00
Flow Duration
0.00
Total Fwd Packets
0.00
Total Backward Packets
0.00
Total Length of Fwd Packets
0.00
Total Length of Bwd Packets
0.00
Fwd Packet Length Max
0.00
Fwd Packet Length Min
0.00
Fwd Packet Length Mean
0.00
Fwd Packet Length Std
0.00
Bwd Packet Length Max
0.00
Bwd Packet Length Min
0.00
Fwd Avg Packets/Bulk
MISSING:
---
TOP CATEGORIES
0
2.6M
100%
ALL
2.6M
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Fwd Avg Packets/Bulk
PROVIDES INFORMATION ON...
Bwd PSH Flags
1.00
Fwd URG Flags
1.00
Bwd URG Flags
1.00
FIN Flag Count
1.00
PSH Flag Count
1.00
ECE Flag Count
1.00
Fwd Avg Bytes/Bulk
1.00
Fwd Avg Bulk Rate
1.00
Bwd Avg Bytes/Bulk
1.00
Bwd Avg Packets/Bulk
1.00
Bwd Avg Bulk Rate
1.00
SimillarHTTP
1.00
SYN Flag Count
0.00
Source IP
0.00

THESE FEATURES
GIVE INFORMATION
ON Fwd Avg Packets/Bulk:
Source IP
1.00
Destination IP
1.00
Protocol
1.00
Fwd PSH Flags
1.00
Bwd PSH Flags
1.00
Fwd URG Flags
1.00
Bwd URG Flags
1.00
FIN Flag Count
1.00
SYN Flag Count
1.00
RST Flag Count
1.00
PSH Flag Count
1.00
ACK Flag Count
1.00
URG Flag Count
1.00
CWE Flag Count
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Fwd Avg Packets/Bulk
CORRELATION RATIO WITH...
Unnamed: 0
0.00
Source Port
0.00
Destination Port
0.00
Flow Duration
0.00
Total Fwd Packets
0.00
Total Backward Packets
0.00
Total Length of Fwd Packets
0.00
Total Length of Bwd Packets
0.00
Fwd Packet Length Max
0.00
Fwd Packet Length Min
0.00
Fwd Packet Length Mean
0.00
Fwd Packet Length Std
0.00
Bwd Packet Length Max
0.00
Bwd Packet Length Min
0.00
Fwd Avg Bulk Rate
MISSING:
---
TOP CATEGORIES
0
2.6M
100%
ALL
2.6M
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Fwd Avg Bulk Rate
PROVIDES INFORMATION ON...
Bwd PSH Flags
1.00
Fwd URG Flags
1.00
Bwd URG Flags
1.00
FIN Flag Count
1.00
PSH Flag Count
1.00
ECE Flag Count
1.00
Fwd Avg Bytes/Bulk
1.00
Fwd Avg Packets/Bulk
1.00
Bwd Avg Bytes/Bulk
1.00
Bwd Avg Packets/Bulk
1.00
Bwd Avg Bulk Rate
1.00
SimillarHTTP
1.00
SYN Flag Count
0.00
Source IP
0.00

THESE FEATURES
GIVE INFORMATION
ON Fwd Avg Bulk Rate:
Source IP
1.00
Destination IP
1.00
Protocol
1.00
Fwd PSH Flags
1.00
Bwd PSH Flags
1.00
Fwd URG Flags
1.00
Bwd URG Flags
1.00
FIN Flag Count
1.00
SYN Flag Count
1.00
RST Flag Count
1.00
PSH Flag Count
1.00
ACK Flag Count
1.00
URG Flag Count
1.00
CWE Flag Count
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Fwd Avg Bulk Rate
CORRELATION RATIO WITH...
Unnamed: 0
0.00
Source Port
0.00
Destination Port
0.00
Flow Duration
0.00
Total Fwd Packets
0.00
Total Backward Packets
0.00
Total Length of Fwd Packets
0.00
Total Length of Bwd Packets
0.00
Fwd Packet Length Max
0.00
Fwd Packet Length Min
0.00
Fwd Packet Length Mean
0.00
Fwd Packet Length Std
0.00
Bwd Packet Length Max
0.00
Bwd Packet Length Min
0.00
Bwd Avg Bytes/Bulk
MISSING:
---
TOP CATEGORIES
0
2.6M
100%
ALL
2.6M
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Bwd Avg Bytes/Bulk
PROVIDES INFORMATION ON...
Bwd PSH Flags
1.00
Fwd URG Flags
1.00
Bwd URG Flags
1.00
FIN Flag Count
1.00
PSH Flag Count
1.00
ECE Flag Count
1.00
Fwd Avg Bytes/Bulk
1.00
Fwd Avg Packets/Bulk
1.00
Fwd Avg Bulk Rate
1.00
Bwd Avg Packets/Bulk
1.00
Bwd Avg Bulk Rate
1.00
SimillarHTTP
1.00
SYN Flag Count
0.00
Source IP
0.00

THESE FEATURES
GIVE INFORMATION
ON Bwd Avg Bytes/Bulk:
Source IP
1.00
Destination IP
1.00
Protocol
1.00
Fwd PSH Flags
1.00
Bwd PSH Flags
1.00
Fwd URG Flags
1.00
Bwd URG Flags
1.00
FIN Flag Count
1.00
SYN Flag Count
1.00
RST Flag Count
1.00
PSH Flag Count
1.00
ACK Flag Count
1.00
URG Flag Count
1.00
CWE Flag Count
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Bwd Avg Bytes/Bulk
CORRELATION RATIO WITH...
Unnamed: 0
0.00
Source Port
0.00
Destination Port
0.00
Flow Duration
0.00
Total Fwd Packets
0.00
Total Backward Packets
0.00
Total Length of Fwd Packets
0.00
Total Length of Bwd Packets
0.00
Fwd Packet Length Max
0.00
Fwd Packet Length Min
0.00
Fwd Packet Length Mean
0.00
Fwd Packet Length Std
0.00
Bwd Packet Length Max
0.00
Bwd Packet Length Min
0.00
Bwd Avg Packets/Bulk
MISSING:
---
TOP CATEGORIES
0
2.6M
100%
ALL
2.6M
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Bwd Avg Packets/Bulk
PROVIDES INFORMATION ON...
Bwd PSH Flags
1.00
Fwd URG Flags
1.00
Bwd URG Flags
1.00
FIN Flag Count
1.00
PSH Flag Count
1.00
ECE Flag Count
1.00
Fwd Avg Bytes/Bulk
1.00
Fwd Avg Packets/Bulk
1.00
Fwd Avg Bulk Rate
1.00
Bwd Avg Bytes/Bulk
1.00
Bwd Avg Bulk Rate
1.00
SimillarHTTP
1.00
SYN Flag Count
0.00
Source IP
0.00

THESE FEATURES
GIVE INFORMATION
ON Bwd Avg Packets/Bulk:
Source IP
1.00
Destination IP
1.00
Protocol
1.00
Fwd PSH Flags
1.00
Bwd PSH Flags
1.00
Fwd URG Flags
1.00
Bwd URG Flags
1.00
FIN Flag Count
1.00
SYN Flag Count
1.00
RST Flag Count
1.00
PSH Flag Count
1.00
ACK Flag Count
1.00
URG Flag Count
1.00
CWE Flag Count
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Bwd Avg Packets/Bulk
CORRELATION RATIO WITH...
Unnamed: 0
0.00
Source Port
0.00
Destination Port
0.00
Flow Duration
0.00
Total Fwd Packets
0.00
Total Backward Packets
0.00
Total Length of Fwd Packets
0.00
Total Length of Bwd Packets
0.00
Fwd Packet Length Max
0.00
Fwd Packet Length Min
0.00
Fwd Packet Length Mean
0.00
Fwd Packet Length Std
0.00
Bwd Packet Length Max
0.00
Bwd Packet Length Min
0.00
Bwd Avg Bulk Rate
MISSING:
---
TOP CATEGORIES
0
2.6M
100%
ALL
2.6M
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Bwd Avg Bulk Rate
PROVIDES INFORMATION ON...
Bwd PSH Flags
1.00
Fwd URG Flags
1.00
Bwd URG Flags
1.00
FIN Flag Count
1.00
PSH Flag Count
1.00
ECE Flag Count
1.00
Fwd Avg Bytes/Bulk
1.00
Fwd Avg Packets/Bulk
1.00
Fwd Avg Bulk Rate
1.00
Bwd Avg Bytes/Bulk
1.00
Bwd Avg Packets/Bulk
1.00
SimillarHTTP
1.00
SYN Flag Count
0.00
Source IP
0.00

THESE FEATURES
GIVE INFORMATION
ON Bwd Avg Bulk Rate:
Source IP
1.00
Destination IP
1.00
Protocol
1.00
Fwd PSH Flags
1.00
Bwd PSH Flags
1.00
Fwd URG Flags
1.00
Bwd URG Flags
1.00
FIN Flag Count
1.00
SYN Flag Count
1.00
RST Flag Count
1.00
PSH Flag Count
1.00
ACK Flag Count
1.00
URG Flag Count
1.00
CWE Flag Count
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Bwd Avg Bulk Rate
CORRELATION RATIO WITH...
Unnamed: 0
0.00
Source Port
0.00
Destination Port
0.00
Flow Duration
0.00
Total Fwd Packets
0.00
Total Backward Packets
0.00
Total Length of Fwd Packets
0.00
Total Length of Bwd Packets
0.00
Fwd Packet Length Max
0.00
Fwd Packet Length Min
0.00
Fwd Packet Length Mean
0.00
Fwd Packet Length Std
0.00
Bwd Packet Length Max
0.00
Bwd Packet Length Min
0.00
Subflow Fwd Packets
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Total Fwd Packets
1.00
Total Backward Packets
0.38
Subflow Bwd Packets
0.38
Bwd IAT Total
0.24
Fwd IAT Total
0.18
Flow Duration
0.18
act_data_pkt_fwd
0.10
Total Length of Fwd Packets
0.10
Subflow Fwd Bytes
0.10
Packet Length Std
0.06
Fwd Packet Length Std
0.06
Flow Packets/s
-0.05
Fwd Packets/s
-0.05
Flow Bytes/s
-0.05

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Protocol
0.12
ACK Flag Count
0.00
Destination IP
0.00
Source IP
0.00
Down/Up Ratio
0.00
Label
0.00
CWE Flag Count
0.00
URG Flag Count
0.00
Fwd PSH Flags
0.00
RST Flag Count
0.00
SYN Flag Count
0.00
Inbound
0.00
Bwd PSH Flags
0.00
Fwd URG Flags
0.00
MOST FREQUENT VALUES
2
1.3M
50.8%
4
788,446
30.2%
6
430,023
16.5%
20
36,422
1.4%
16
18,731
0.7%
24
6,151
0.2%
12
2,070
<0.1%
8
719
<0.1%
14
631
<0.1%
18
590
<0.1%
84
465
<0.1%
10
418
<0.1%
1
317
<0.1%
44
204
<0.1%
34
127
<0.1%
SMALLEST VALUES
1
317
<0.1%
2
1.3M
50.8%
3
42
<0.1%
4
788,446
30.2%
5
51
<0.1%
6
430,023
16.5%
7
8
<0.1%
8
719
<0.1%
9
28
<0.1%
10
418
<0.1%
11
9
<0.1%
12
2,070
<0.1%
13
5
<0.1%
14
631
<0.1%
15
4
<0.1%
LARGEST VALUES
49476
1
<0.1%
950
1
<0.1%
750
1
<0.1%
442
1
<0.1%
398
1
<0.1%
350
1
<0.1%
340
1
<0.1%
264
1
<0.1%
256
1
<0.1%
206
1
<0.1%
188
1
<0.1%
186
1
<0.1%
168
60
<0.1%
162
1
<0.1%
154
1
<0.1%
Subflow Fwd Bytes
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Total Length of Fwd Packets
1.00
act_data_pkt_fwd
0.97
Packet Length Std
0.48
Fwd Packet Length Std
0.48
Flow Packets/s
-0.42
Fwd Packets/s
-0.41
Flow Bytes/s
-0.33
Fwd IAT Total
0.21
Flow Duration
0.21
Fwd Packet Length Max
0.18
Max Packet Length
0.18
Fwd Header Length
-0.14
Fwd Header Length.1
-0.14
Flow IAT Mean
0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Destination IP
0.02
Source IP
0.02
Inbound
0.02
URG Flag Count
0.02
Down/Up Ratio
0.02
Protocol
0.02
CWE Flag Count
0.01
Label
0.01
Fwd PSH Flags
0.01
RST Flag Count
0.01
SYN Flag Count
0.00
ACK Flag Count
0.00
Bwd PSH Flags
0.00
Fwd URG Flags
0.00
MOST FREQUENT VALUES
802
377,494
14.5%
750
377,317
14.4%
766
377,205
14.4%
1398
375,125
14.4%
1438
374,721
14.3%
2088
373,738
14.3%
7242
36,212
1.4%
2944
23,769
0.9%
776
22,097
0.8%
772
22,006
0.8%
2054
21,721
0.8%
4988
6,206
0.2%
796
5,357
0.2%
832
5,352
0.2%
760
5,269
0.2%
SMALLEST VALUES
0
626
<0.1%
2
5
<0.1%
4
5
<0.1%
6
24
<0.1%
8
6
<0.1%
10
8
<0.1%
22
3
<0.1%
31
23
<0.1%
35
1
<0.1%
41
2
<0.1%
50
16
<0.1%
52
1
<0.1%
54
1
<0.1%
58
2
<0.1%
62
52
<0.1%
LARGEST VALUES
59076
60
<0.1%
54002
1
<0.1%
49282
1
<0.1%
31394
1
<0.1%
30924
463
<0.1%
28950
2
<0.1%
23656
1
<0.1%
23360
1
<0.1%
22852
89
<0.1%
22760
2
<0.1%
21748
40
<0.1%
21740
164
<0.1%
21654
1
<0.1%
21310
1
<0.1%
20616
6
<0.1%
Subflow Bwd Packets
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Total Backward Packets
1.00
Total Length of Bwd Packets
0.63
Subflow Bwd Bytes
0.63
Bwd Packet Length Max
0.48
Bwd IAT Total
0.46
Avg Bwd Segment Size
0.43
Bwd Packet Length Mean
0.43
Bwd Packet Length Std
0.43
Packet Length Variance
0.39
Total Fwd Packets
0.38
Subflow Fwd Packets
0.38
Flow Duration
0.30
Fwd IAT Total
0.30
Init_Win_bytes_forward
0.26

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Protocol
0.40
ACK Flag Count
0.37
Destination IP
0.31
Down/Up Ratio
0.27
Source IP
0.23
Label
0.22
Inbound
0.15
URG Flag Count
0.11
CWE Flag Count
0.06
Fwd PSH Flags
0.05
RST Flag Count
0.05
SYN Flag Count
0.02
Bwd PSH Flags
0.00
Fwd URG Flags
0.00
MOST FREQUENT VALUES
0
2.6M
>99.9%
2
553
<0.1%
1
109
<0.1%
6
78
<0.1%
4
46
<0.1%
3
46
<0.1%
8
27
<0.1%
9
26
<0.1%
24
20
<0.1%
10
15
<0.1%
18
11
<0.1%
7
9
<0.1%
17
7
<0.1%
13
6
<0.1%
5
6
<0.1%
SMALLEST VALUES
0
2.6M
>99.9%
1
109
<0.1%
2
553
<0.1%
3
46
<0.1%
4
46
<0.1%
5
6
<0.1%
6
78
<0.1%
7
9
<0.1%
8
27
<0.1%
9
26
<0.1%
10
15
<0.1%
12
5
<0.1%
13
6
<0.1%
14
2
<0.1%
15
3
<0.1%
LARGEST VALUES
260
1
<0.1%
214
2
<0.1%
153
1
<0.1%
134
1
<0.1%
103
1
<0.1%
90
1
<0.1%
82
3
<0.1%
78
1
<0.1%
66
1
<0.1%
64
1
<0.1%
62
1
<0.1%
60
1
<0.1%
58
1
<0.1%
50
2
<0.1%
48
1
<0.1%
Subflow Bwd Bytes
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Total Length of Bwd Packets
1.00
Total Backward Packets
0.63
Subflow Bwd Packets
0.63
Bwd Packet Length Mean
0.52
Avg Bwd Segment Size
0.52
Packet Length Variance
0.48
Bwd Packet Length Max
0.44
Bwd Packet Length Std
0.41
Init_Win_bytes_forward
0.16
Packet Length Std
0.12
Bwd IAT Max
0.10
Bwd IAT Total
0.09
Bwd IAT Std
0.07
Flow Duration
0.06

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Destination IP
0.33
ACK Flag Count
0.23
Down/Up Ratio
0.15
Protocol
0.13
Source IP
0.13
Label
0.12
Inbound
0.08
URG Flag Count
0.01
CWE Flag Count
0.01
Fwd PSH Flags
0.00
RST Flag Count
0.00
SYN Flag Count
0.00
Bwd PSH Flags
0.00
Fwd URG Flags
0.00
MOST FREQUENT VALUES
0
2.6M
>99.9%
92
51
<0.1%
4290
30
<0.1%
2146
28
<0.1%
2834
20
<0.1%
94
15
<0.1%
118
14
<0.1%
204
14
<0.1%
116
12
<0.1%
114
9
<0.1%
62
8
<0.1%
188
8
<0.1%
102
7
<0.1%
82
7
<0.1%
172
7
<0.1%
SMALLEST VALUES
0
2.6M
>99.9%
8
2
<0.1%
62
8
<0.1%
70
6
<0.1%
74
1
<0.1%
76
1
<0.1%
82
7
<0.1%
84
1
<0.1%
92
51
<0.1%
94
15
<0.1%
96
3
<0.1%
102
7
<0.1%
104
4
<0.1%
110
2
<0.1%
112
3
<0.1%
LARGEST VALUES
344958
1
<0.1%
180256
1
<0.1%
108896
1
<0.1%
80490
1
<0.1%
67668
1
<0.1%
61660
1
<0.1%
43792
1
<0.1%
43608
1
<0.1%
29200
2
<0.1%
28622
1
<0.1%
23056
1
<0.1%
16756
1
<0.1%
14946
1
<0.1%
12782
1
<0.1%
12332
1
<0.1%
Init_Win_bytes_forward
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Bwd Packet Length Std
0.64
Bwd Packet Length Max
0.55
Bwd Packet Length Mean
0.52
Avg Bwd Segment Size
0.52
Init_Win_bytes_backward
0.40
Packet Length Variance
0.36
Total Backward Packets
0.26
Subflow Bwd Packets
0.26
Total Length of Bwd Packets
0.16
Subflow Bwd Bytes
0.16
Bwd IAT Max
0.15
Packet Length Std
0.14
Bwd IAT Std
0.13
Flow IAT Max
0.13

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ACK Flag Count
0.80
Protocol
0.45
Destination IP
0.24
Down/Up Ratio
0.17
Source IP
0.15
Label
0.13
Inbound
0.08
URG Flag Count
0.03
CWE Flag Count
0.01
Fwd PSH Flags
0.00
RST Flag Count
0.00
SYN Flag Count
0.00
Bwd PSH Flags
0.00
Fwd URG Flags
0.00
MOST FREQUENT VALUES
-1
2.6M
>99.9%
64
105
<0.1%
65535
104
<0.1%
8192
72
<0.1%
255
58
<0.1%
256
46
<0.1%
29200
42
<0.1%
235
39
<0.1%
258
38
<0.1%
259
35
<0.1%
243
32
<0.1%
227
32
<0.1%
1024
29
<0.1%
257
28
<0.1%
253
26
<0.1%
SMALLEST VALUES
-1
2.6M
>99.9%
0
17
<0.1%
64
105
<0.1%
119
6
<0.1%
121
1
<0.1%
123
2
<0.1%
145
1
<0.1%
227
32
<0.1%
229
2
<0.1%
235
39
<0.1%
236
8
<0.1%
237
7
<0.1%
238
3
<0.1%
242
11
<0.1%
243
32
<0.1%
LARGEST VALUES
65535
104
<0.1%
64240
22
<0.1%
63487
2
<0.1%
63456
1
<0.1%
60720
1
<0.1%
32120
1
<0.1%
29200
42
<0.1%
14600
4
<0.1%
8192
72
<0.1%
5848
1
<0.1%
5840
3
<0.1%
4273
3
<0.1%
4254
3
<0.1%
1959
1
<0.1%
1892
5
<0.1%
Init_Win_bytes_backward
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Init_Win_bytes_forward
0.40
Active Std
0.11
Bwd IAT Mean
0.08
Flow IAT Max
0.08
Bwd IAT Min
0.08
Bwd IAT Std
0.07
Bwd Packets/s
0.07
Flow IAT Std
0.06
Fwd IAT Std
0.06
Fwd IAT Max
0.06
Total Backward Packets
0.06
Subflow Bwd Packets
0.06
Bwd IAT Max
0.06
Flow Duration
0.06

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Destination IP
0.40
ACK Flag Count
0.39
Down/Up Ratio
0.36
Protocol
0.28
Source IP
0.24
SYN Flag Count
0.16
Label
0.14
Inbound
0.11
URG Flag Count
0.08
CWE Flag Count
0.04
Fwd PSH Flags
0.02
RST Flag Count
0.02
Bwd PSH Flags
0.00
Fwd URG Flags
0.00
MOST FREQUENT VALUES
-1
2.6M
>99.9%
235
80
<0.1%
64
79
<0.1%
0
69
<0.1%
243
53
<0.1%
242
38
<0.1%
28960
31
<0.1%
259
30
<0.1%
247
29
<0.1%
255
25
<0.1%
254
25
<0.1%
227
24
<0.1%
250
17
<0.1%
236
16
<0.1%
29200
16
<0.1%
SMALLEST VALUES
-1
2.6M
>99.9%
0
69
<0.1%
64
79
<0.1%
121
4
<0.1%
123
8
<0.1%
125
2
<0.1%
145
1
<0.1%
227
24
<0.1%
235
80
<0.1%
236
16
<0.1%
237
15
<0.1%
242
38
<0.1%
243
53
<0.1%
244
8
<0.1%
245
7
<0.1%
LARGEST VALUES
65535
1
<0.1%
63456
1
<0.1%
60720
3
<0.1%
32120
4
<0.1%
29200
16
<0.1%
28960
31
<0.1%
8192
13
<0.1%
7600
1
<0.1%
7526
1
<0.1%
7452
1
<0.1%
7378
1
<0.1%
7304
1
<0.1%
5848
1
<0.1%
4265
4
<0.1%
4246
4
<0.1%
act_data_pkt_fwd
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Total Length of Fwd Packets
0.97
Subflow Fwd Bytes
0.97
Packet Length Std
0.55
Fwd Packet Length Std
0.54
Flow Packets/s
-0.46
Fwd Packets/s
-0.45
Flow Bytes/s
-0.44
Average Packet Size
-0.29
Fwd IAT Total
0.22
Flow Duration
0.22
Min Packet Length
-0.20
Fwd Packet Length Min
-0.20
Fwd Header Length
-0.14
Fwd Header Length.1
-0.14

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Destination IP
0.02
Source IP
0.01
CWE Flag Count
0.01
Inbound
0.01
URG Flag Count
0.01
ACK Flag Count
0.01
Down/Up Ratio
0.01
Protocol
0.01
Label
0.00
Fwd PSH Flags
0.00
RST Flag Count
0.00
SYN Flag Count
0.00
Bwd PSH Flags
0.00
Fwd URG Flags
0.00
MOST FREQUENT VALUES
1
1.3M
50.8%
3
788,342
30.2%
5
429,983
16.5%
19
36,419
1.4%
15
18,717
0.7%
23
6,142
0.2%
11
2,027
<0.1%
7
697
<0.1%
0
651
<0.1%
13
624
<0.1%
17
585
<0.1%
83
465
<0.1%
9
421
<0.1%
43
204
<0.1%
33
126
<0.1%
SMALLEST VALUES
0
651
<0.1%
1
1.3M
50.8%
2
79
<0.1%
3
788,342
30.2%
4
38
<0.1%
5
429,983
16.5%
6
12
<0.1%
7
697
<0.1%
8
9
<0.1%
9
421
<0.1%
10
6
<0.1%
11
2,027
<0.1%
12
15
<0.1%
13
624
<0.1%
14
26
<0.1%
LARGEST VALUES
167
60
<0.1%
153
1
<0.1%
139
1
<0.1%
83
465
<0.1%
59
1
<0.1%
58
1
<0.1%
55
6
<0.1%
53
11
<0.1%
52
1
<0.1%
51
1
<0.1%
49
1
<0.1%
45
91
<0.1%
43
204
<0.1%
41
1
<0.1%
39
13
<0.1%
min_seg_size_forward
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Fwd Header Length
0.78
Fwd Header Length.1
0.78
Total Length of Fwd Packets
-0.05
Subflow Fwd Bytes
-0.05
act_data_pkt_fwd
-0.05
Fwd Packet Length Std
-0.04
Packet Length Std
-0.04
Flow Packets/s
0.03
Fwd Packets/s
0.03
Flow Bytes/s
0.03
Fwd IAT Total
-0.01
Flow Duration
-0.01
Fwd Packet Length Max
-0.01
Max Packet Length
-0.01

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Destination IP
0.00
Source IP
0.00
Protocol
0.00
Inbound
0.00
Down/Up Ratio
0.00
URG Flag Count
0.00
Label
0.00
CWE Flag Count
0.00
ACK Flag Count
0.00
Fwd PSH Flags
0.00
RST Flag Count
0.00
SYN Flag Count
0.00
Bwd PSH Flags
0.00
Fwd URG Flags
0.00
MOST FREQUENT VALUES
20
1.2M
47.5%
0
688,647
26.4%
8
205,372
7.9%
-1
136,465
5.2%
-1062718975
108,612
4.2%
14
73,282
2.8%
32
43,306
1.7%
330
33,724
1.3%
321
13,896
0.5%
375
10,351
0.4%
369
10,057
0.4%
389
7,859
0.3%
401
7,510
0.3%
383
7,158
0.3%
393
6,751
0.3%
SMALLEST VALUES
-1062718975
108,612
4.2%
-1
136,465
5.2%
0
688,647
26.4%
3
161
<0.1%
5
52
<0.1%
8
205,372
7.9%
14
73,282
2.8%
20
1.2M
47.5%
24
53
<0.1%
25
213
<0.1%
28
186
<0.1%
32
43,306
1.7%
40
1,805
<0.1%
44
507
<0.1%
72
40
<0.1%
LARGEST VALUES
1472
913
<0.1%
1338
110
<0.1%
1337
103
<0.1%
1329
106
<0.1%
1225
36
<0.1%
1224
229
<0.1%
1223
172
<0.1%
1222
204
<0.1%
1059
23
<0.1%
509
27
<0.1%
504
53
<0.1%
500
93
<0.1%
498
224
<0.1%
496
82
<0.1%
495
44
<0.1%
Active Mean
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Active Max
0.99
Active Min
0.99
Active Std
0.18
Flow IAT Min
0.18
Fwd IAT Min
0.18
Total Backward Packets
0.15
Subflow Bwd Packets
0.15
Bwd IAT Total
0.12
Flow Duration
0.12
Fwd IAT Total
0.12
Bwd IAT Max
0.08
Idle Max
0.07
Idle Mean
0.07
Flow IAT Max
0.07

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Destination IP
0.35
Source IP
0.33
Protocol
0.19
ACK Flag Count
0.07
Label
0.06
Down/Up Ratio
0.03
Inbound
0.02
URG Flag Count
0.01
Fwd PSH Flags
0.00
RST Flag Count
0.00
CWE Flag Count
0.00
SYN Flag Count
0.00
Bwd PSH Flags
0.00
Fwd URG Flags
0.00
MOST FREQUENT VALUES
0.0
2.6M
>99.9%
3.0
31
<0.1%
2.0
14
<0.1%
4.0
12
<0.1%
5.0
5
<0.1%
1.0
4
<0.1%
2.6666666666666665
3
<0.1%
3.5
3
<0.1%
2.333333333333333
2
<0.1%
5.333333333333333
2
<0.1%
3.25
2
<0.1%
4.5
2
<0.1%
1.5
2
<0.1%
4.333333333333333
2
<0.1%
3.6666666666666665
2
<0.1%
SMALLEST VALUES
0.0
2.6M
>99.9%
1.0
4
<0.1%
1.5
2
<0.1%
2.0
14
<0.1%
2.333333333333333
2
<0.1%
2.5
1
<0.1%
2.6
1
<0.1%
2.6666666666666665
3
<0.1%
2.75
1
<0.1%
3.0
31
<0.1%
3.1000000000000005
1
<0.1%
3.25
2
<0.1%
3.285714285714286
1
<0.1%
3.333333333333333
1
<0.1%
3.5
3
<0.1%
LARGEST VALUES
14834478.0
1
<0.1%
11037764.0
1
<0.1%
7044537.0
1
<0.1%
5586842.0
1
<0.1%
4024045.0
1
<0.1%
4024025.5
1
<0.1%
4023982.0
1
<0.1%
3999999.0
1
<0.1%
3775659.0
1
<0.1%
3218770.666666666
1
<0.1%
3012164.0
1
<0.1%
3009708.0
1
<0.1%
3007378.0
1
<0.1%
3006877.0
1
<0.1%
3006626.0
1
<0.1%
Active Std
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Active Max
0.34
Active Mean
0.18
Init_Win_bytes_backward
0.11
Idle Std
0.11
Bwd IAT Max
0.10
Bwd IAT Total
0.09
Flow Duration
0.09
Bwd IAT Std
0.08
Bwd IAT Mean
0.07
Idle Max
0.06
Flow IAT Max
0.06
Idle Mean
0.06
Fwd IAT Total
0.05
Idle Min
0.04

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Down/Up Ratio
0.15
Destination IP
0.08
Source IP
0.08
ACK Flag Count
0.06
Protocol
0.04
Label
0.02
Inbound
0.01
Fwd PSH Flags
0.00
RST Flag Count
0.00
URG Flag Count
0.00
CWE Flag Count
0.00
SYN Flag Count
0.00
Bwd PSH Flags
0.00
Fwd URG Flags
0.00
MOST FREQUENT VALUES
0.0
2.6M
>99.9%
0.5773502691896257
9
<0.1%
0.7071067811865476
7
<0.1%
0.5
4
<0.1%
33.23401871576773
3
<0.1%
1.1547005383792517
3
<0.1%
34.648232278140824
2
<0.1%
3.5355339059327378
2
<0.1%
8.48528137423857
2
<0.1%
1.0
2
<0.1%
22.62741699796952
2
<0.1%
1.4142135623730951
2
<0.1%
21.92031021678297
1
<0.1%
160.51323932934628
1
<0.1%
40.30508652763321
1
<0.1%
SMALLEST VALUES
0.0
2.6M
>99.9%
0.316227766016838
1
<0.1%
0.5
4
<0.1%
0.5477225575051661
1
<0.1%
0.5773502691896257
9
<0.1%
0.7071067811865476
7
<0.1%
0.7559289460184544
1
<0.1%
0.8164965809277259
1
<0.1%
0.873862897505303
1
<0.1%
1.0
2
<0.1%
1.1547005383792517
3
<0.1%
1.2909944487358058
1
<0.1%
1.4142135623730951
2
<0.1%
1.7320508075688772
1
<0.1%
3.2145502536643185
1
<0.1%
LARGEST VALUES
5339583.922055352
1
<0.1%
1028633.5985745038
1
<0.1%
899906.6269815627
1
<0.1%
133863.79895998767
1
<0.1%
116584.9376549132
1
<0.1%
111360.1256487258
1
<0.1%
107677.51353230629
1
<0.1%
92149.44861744969
1
<0.1%
56966.64361273182
1
<0.1%
55308.478210849375
1
<0.1%
47278.57360369494
1
<0.1%
44465.70282813485
1
<0.1%
35443.866103083805
1
<0.1%
26789.92243985289
1
<0.1%
24116.784501104765
1
<0.1%
Active Max
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Active Mean
0.99
Active Min
0.95
Active Std
0.34
Flow IAT Min
0.18
Fwd IAT Min
0.18
Total Backward Packets
0.15
Subflow Bwd Packets
0.15
Flow Duration
0.13
Bwd IAT Total
0.13
Fwd IAT Total
0.12
Bwd IAT Max
0.09
Idle Max
0.08
Flow IAT Max
0.07
Idle Mean
0.07

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Destination IP
0.35
Source IP
0.33
Protocol
0.18
ACK Flag Count
0.07
Label
0.06
Down/Up Ratio
0.05
Inbound
0.02
URG Flag Count
0.01
Fwd PSH Flags
0.00
RST Flag Count
0.00
CWE Flag Count
0.00
SYN Flag Count
0.00
Bwd PSH Flags
0.00
Fwd URG Flags
0.00
MOST FREQUENT VALUES
0.0
2.6M
>99.9%
3.0
38
<0.1%
4.0
22
<0.1%
2.0
15
<0.1%
5.0
9
<0.1%
6.0
5
<0.1%
1.0
4
<0.1%
49.0
2
<0.1%
15.0
2
<0.1%
61005.0
2
<0.1%
28549.0
1
<0.1%
20762.0
1
<0.1%
28382.0
1
<0.1%
28514.0
1
<0.1%
62812.0
1
<0.1%
SMALLEST VALUES
0.0
2.6M
>99.9%
1.0
4
<0.1%
2.0
15
<0.1%
3.0
38
<0.1%
4.0
22
<0.1%
5.0
9
<0.1%
6.0
5
<0.1%
7.0
1
<0.1%
8.0
1
<0.1%
9.0
1
<0.1%
15.0
2
<0.1%
18.0
1
<0.1%
19.0
1
<0.1%
47.0
1
<0.1%
49.0
2
<0.1%
LARGEST VALUES
14834478.0
1
<0.1%
11037764.0
1
<0.1%
7551315.0
1
<0.1%
7044537.0
1
<0.1%
5586842.0
1
<0.1%
4336541.0
1
<0.1%
4024045.0
1
<0.1%
4024028.0
1
<0.1%
4023982.0
1
<0.1%
3999999.0
1
<0.1%
3012164.0
1
<0.1%
3009708.0
1
<0.1%
3007378.0
1
<0.1%
3006877.0
1
<0.1%
3006626.0
1
<0.1%
Active Min
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Active Mean
0.99
Active Max
0.95
Flow IAT Min
0.18
Fwd IAT Min
0.18
Total Backward Packets
0.15
Subflow Bwd Packets
0.15
Bwd IAT Total
0.11
Fwd IAT Total
0.11
Flow Duration
0.11
Bwd IAT Max
0.06
Idle Max
0.06
Idle Mean
0.06
Fwd IAT Max
0.06
Flow IAT Max
0.06

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Destination IP
0.35
Source IP
0.32
Protocol
0.19
Label
0.06
ACK Flag Count
0.06
Inbound
0.02
URG Flag Count
0.01
Down/Up Ratio
0.01
Fwd PSH Flags
0.00
RST Flag Count
0.00
CWE Flag Count
0.00
SYN Flag Count
0.00
Bwd PSH Flags
0.00
Fwd URG Flags
0.00
MOST FREQUENT VALUES
0.0
2.6M
>99.9%
3.0
44
<0.1%
2.0
25
<0.1%
4.0
17
<0.1%
1.0
10
<0.1%
5.0
6
<0.1%
6.0
3
<0.1%
32037.0
2
<0.1%
32052.0
1
<0.1%
32270.0
1
<0.1%
20984.0
1
<0.1%
61393.0
1
<0.1%
60990.0
1
<0.1%
20972.0
1
<0.1%
60956.0
1
<0.1%
SMALLEST VALUES
0.0
2.6M
>99.9%
1.0
10
<0.1%
2.0
25
<0.1%
3.0
44
<0.1%
4.0
17
<0.1%
5.0
6
<0.1%
6.0
3
<0.1%
15.0
1
<0.1%
47.0
1
<0.1%
49.0
1
<0.1%
51.0
1
<0.1%
8030.0
1
<0.1%
10883.0
1
<0.1%
20586.0
1
<0.1%
20620.0
1
<0.1%
LARGEST VALUES
14834478.0
1
<0.1%
11037764.0
1
<0.1%
7044537.0
1
<0.1%
5586842.0
1
<0.1%
4024045.0
1
<0.1%
4024023.0
1
<0.1%
4023982.0
1
<0.1%
3999999.0
1
<0.1%
3012164.0
1
<0.1%
3009708.0
1
<0.1%
3007378.0
1
<0.1%
3006877.0
1
<0.1%
3006626.0
1
<0.1%
2311993.0
1
<0.1%
1527424.0
1
<0.1%
Idle Mean
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Idle Min
0.99
Idle Max
0.99
Fwd IAT Max
0.96
Flow IAT Max
0.95
Fwd IAT Std
0.94
Flow IAT Std
0.92
Fwd IAT Mean
0.89
Flow IAT Mean
0.86
Fwd IAT Total
0.75
Flow Duration
0.75
Bwd IAT Max
0.52
Bwd IAT Std
0.49
Bwd IAT Total
0.43
Bwd IAT Mean
0.41

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Destination IP
0.34
Source IP
0.21
Protocol
0.17
Label
0.17
Inbound
0.13
Down/Up Ratio
0.09
URG Flag Count
0.09
ACK Flag Count
0.06
Fwd PSH Flags
0.06
RST Flag Count
0.06
CWE Flag Count
0.00
SYN Flag Count
0.00
Bwd PSH Flags
0.00
Fwd URG Flags
0.00
MOST FREQUENT VALUES
0.0
2.6M
>99.9%
10010249.0
1
<0.1%
10011257.5
1
<0.1%
10003456.5
1
<0.1%
10003522.0
1
<0.1%
10003489.0
1
<0.1%
10008177.0
1
<0.1%
10009959.5
1
<0.1%
10002126.0
1
<0.1%
9750942.0
1
<0.1%
10001716.5
1
<0.1%
8994332.0
1
<0.1%
10004816.666666666
1
<0.1%
10009544.5
1
<0.1%
10007217.0
1
<0.1%
SMALLEST VALUES
0.0
2.6M
>99.9%
5165558.0
1
<0.1%
5269864.0
1
<0.1%
5499444.0
1
<0.1%
5976013.0
1
<0.1%
5976077.0
1
<0.1%
6006001.0
1
<0.1%
6006004.0
1
<0.1%
6006006.0
1
<0.1%
6006019.0
1
<0.1%
6006047.0
1
<0.1%
6015620.0
1
<0.1%
6217342.0
1
<0.1%
7730122.5
1
<0.1%
7807988.0
1
<0.1%
LARGEST VALUES
104565760.0
1
<0.1%
87583234.0
1
<0.1%
85983519.0
1
<0.1%
83051085.0
1
<0.1%
79049444.0
1
<0.1%
77779071.0
1
<0.1%
77566575.0
1
<0.1%
71974251.0
1
<0.1%
64635385.0
1
<0.1%
62621605.0
1
<0.1%
62581241.0
1
<0.1%
61385430.0
1
<0.1%
61144475.0
1
<0.1%
60604408.0
1
<0.1%
60583719.0
1
<0.1%
Idle Std
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Flow Duration
0.43
Fwd IAT Total
0.42
Idle Max
0.41
Flow IAT Max
0.40
Fwd IAT Max
0.40
Flow IAT Mean
0.33
Fwd IAT Mean
0.33
Flow IAT Std
0.30
Fwd IAT Std
0.30
Idle Mean
0.27
Idle Min
0.17
Active Std
0.11
Flow IAT Min
0.07
Fwd IAT Min
0.07

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Destination IP
0.17
Source IP
0.15
Protocol
0.06
Label
0.04
Inbound
0.03
Down/Up Ratio
0.02
URG Flag Count
0.01
Fwd PSH Flags
0.01
RST Flag Count
0.01
ACK Flag Count
0.01
CWE Flag Count
0.00
SYN Flag Count
0.00
Bwd PSH Flags
0.00
Fwd URG Flags
0.00
MOST FREQUENT VALUES
0.0
2.6M
>99.9%
11030.86578651014
2
<0.1%
2.8284271247461903
1
<0.1%
11025.916039041836
1
<0.1%
20.50609665440988
1
<0.1%
150877.4952221172
1
<0.1%
83392.63823923549
1
<0.1%
10901.465245553003
1
<0.1%
158.39191898578662
1
<0.1%
36.76955262170047
1
<0.1%
67.17514421272203
1
<0.1%
11045.007922133873
1
<0.1%
11059.857164538793
1
<0.1%
9038.171625574132
1
<0.1%
8984.154272940776
1
<0.1%
SMALLEST VALUES
0.0
2.6M
>99.9%
2.8284271247461903
1
<0.1%
4.242640687119285
1
<0.1%
12.23042653930912
1
<0.1%
13.435028842544405
1
<0.1%
16.740669042786298
1
<0.1%
18.384776310850235
1
<0.1%
20.50609665440988
1
<0.1%
20.5182845286832
1
<0.1%
23.907809045104127
1
<0.1%
24.041630560342607
1
<0.1%
26.162950903902264
1
<0.1%
27.577164466275352
1
<0.1%
30.11644069289207
1
<0.1%
34.740706190964254
1
<0.1%
LARGEST VALUES
28884936.65443427
1
<0.1%
28884521.19511785
1
<0.1%
24731354.34862459
1
<0.1%
14744229.978152145
1
<0.1%
14743891.570476634
1
<0.1%
13086049.065080885
1
<0.1%
11800059.742690545
1
<0.1%
9506681.234518532
1
<0.1%
7945860.559082131
1
<0.1%
7170668.1924219765
1
<0.1%
6406782.417896054
1
<0.1%
5611572.545438756
1
<0.1%
5237092.961785479
1
<0.1%
5195806.314788912
1
<0.1%
4346291.435143023
1
<0.1%
Idle Max
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Idle Mean
0.99
Fwd IAT Max
0.97
Flow IAT Max
0.97
Idle Min
0.97
Fwd IAT Std
0.93
Flow IAT Std
0.92
Fwd IAT Mean
0.90
Flow IAT Mean
0.87
Fwd IAT Total
0.78
Flow Duration
0.78
Bwd IAT Max
0.50
Bwd IAT Std
0.47
Idle Std
0.41
Bwd IAT Total
0.41

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Destination IP
0.33
Source IP
0.21
Protocol
0.17
Label
0.16
Inbound
0.13
Down/Up Ratio
0.08
URG Flag Count
0.08
ACK Flag Count
0.06
Fwd PSH Flags
0.06
RST Flag Count
0.06
CWE Flag Count
0.00
SYN Flag Count
0.00
Bwd PSH Flags
0.00
Fwd URG Flags
0.00
MOST FREQUENT VALUES
0.0
2.6M
>99.9%
10015389.0
2
<0.1%
10015205.0
1
<0.1%
10003534.0
1
<0.1%
10003556.0
1
<0.1%
10003584.0
1
<0.1%
10015969.0
1
<0.1%
10017795.0
1
<0.1%
10002128.0
1
<0.1%
9750942.0
1
<0.1%
10001735.0
1
<0.1%
8994332.0
1
<0.1%
10015447.0
1
<0.1%
10015253.0
1
<0.1%
10015017.0
1
<0.1%
SMALLEST VALUES
0.0
2.6M
>99.9%
5165558.0
1
<0.1%
5269864.0
1
<0.1%
5499444.0
1
<0.1%
5976056.0
1
<0.1%
5976077.0
1
<0.1%
6006001.0
1
<0.1%
6006004.0
1
<0.1%
6006006.0
1
<0.1%
6006019.0
1
<0.1%
6006047.0
1
<0.1%
6015620.0
1
<0.1%
6217342.0
1
<0.1%
8000006.0
1
<0.1%
8060973.0
1
<0.1%
LARGEST VALUES
104565760.0
1
<0.1%
87583234.0
1
<0.1%
85983519.0
1
<0.1%
83051085.0
1
<0.1%
79049444.0
1
<0.1%
77779071.0
1
<0.1%
77566575.0
1
<0.1%
71974365.0
1
<0.1%
71974251.0
1
<0.1%
71973928.0
1
<0.1%
67575443.0
1
<0.1%
64635385.0
1
<0.1%
62621605.0
1
<0.1%
62581241.0
1
<0.1%
61385430.0
1
<0.1%
Idle Min
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Idle Mean
0.99
Idle Max
0.97
Fwd IAT Max
0.94
Flow IAT Max
0.93
Fwd IAT Std
0.93
Flow IAT Std
0.91
Fwd IAT Mean
0.88
Flow IAT Mean
0.85
Fwd IAT Total
0.72
Flow Duration
0.72
Bwd IAT Max
0.53
Bwd IAT Std
0.50
Bwd IAT Total
0.44
Bwd IAT Mean
0.42

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Destination IP
0.34
Source IP
0.20
Protocol
0.17
Label
0.17
Inbound
0.13
Down/Up Ratio
0.09
URG Flag Count
0.09
ACK Flag Count
0.06
Fwd PSH Flags
0.06
RST Flag Count
0.06
CWE Flag Count
0.00
SYN Flag Count
0.00
Bwd PSH Flags
0.00
Fwd URG Flags
0.00
MOST FREQUENT VALUES
0.0
2.6M
>99.9%
10002124.0
2
<0.1%
9999875.0
1
<0.1%
9999605.0
1
<0.1%
10011238.0
1
<0.1%
10003379.0
1
<0.1%
10003488.0
1
<0.1%
10003394.0
1
<0.1%
10000385.0
1
<0.1%
9750942.0
1
<0.1%
10001698.0
1
<0.1%
8994332.0
1
<0.1%
9999571.0
1
<0.1%
10001748.0
1
<0.1%
9999417.0
1
<0.1%
SMALLEST VALUES
0.0
2.6M
>99.9%
5094927.0
1
<0.1%
5129537.0
1
<0.1%
5165558.0
1
<0.1%
5191616.0
1
<0.1%
5205313.0
1
<0.1%
5269864.0
1
<0.1%
5449111.0
1
<0.1%
5457560.0
1
<0.1%
5499444.0
1
<0.1%
5604932.0
1
<0.1%
5743625.0
1
<0.1%
5975970.0
1
<0.1%
5976077.0
1
<0.1%
6006001.0
1
<0.1%
LARGEST VALUES
104565760.0
1
<0.1%
87583234.0
1
<0.1%
85983519.0
1
<0.1%
83051085.0
1
<0.1%
79049444.0
1
<0.1%
77779071.0
1
<0.1%
77566575.0
1
<0.1%
71974251.0
1
<0.1%
64635385.0
1
<0.1%
62621605.0
1
<0.1%
62581241.0
1
<0.1%
61385430.0
1
<0.1%
61144475.0
1
<0.1%
60604408.0
1
<0.1%
60583719.0
1
<0.1%
SimillarHTTP
MISSING:
85
(<1%)
TOP CATEGORIES
0.0
2.6M
100%
ALL
2.6M
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
SimillarHTTP
PROVIDES INFORMATION ON...
Bwd PSH Flags
1.00
Fwd URG Flags
1.00
Bwd URG Flags
1.00
FIN Flag Count
1.00
PSH Flag Count
1.00
ECE Flag Count
1.00
Fwd Avg Bytes/Bulk
1.00
Fwd Avg Packets/Bulk
1.00
Fwd Avg Bulk Rate
1.00
Bwd Avg Bytes/Bulk
1.00
Bwd Avg Packets/Bulk
1.00
Bwd Avg Bulk Rate
1.00
SYN Flag Count
0.00
Source IP
0.00

THESE FEATURES
GIVE INFORMATION
ON SimillarHTTP:
Source IP
1.00
Destination IP
1.00
Protocol
1.00
Fwd PSH Flags
1.00
Bwd PSH Flags
1.00
Fwd URG Flags
1.00
Bwd URG Flags
1.00
FIN Flag Count
1.00
SYN Flag Count
1.00
RST Flag Count
1.00
PSH Flag Count
1.00
ACK Flag Count
1.00
URG Flag Count
1.00
CWE Flag Count
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
SimillarHTTP
CORRELATION RATIO WITH...
Unnamed: 0
0.00
Source Port
0.00
Destination Port
0.00
Flow Duration
0.00
Total Fwd Packets
0.00
Total Backward Packets
0.00
Total Length of Fwd Packets
0.00
Total Length of Bwd Packets
0.00
Fwd Packet Length Max
0.00
Fwd Packet Length Min
0.00
Fwd Packet Length Mean
0.00
Fwd Packet Length Std
0.00
Bwd Packet Length Max
0.00
Bwd Packet Length Min
0.00
Inbound
MISSING:
---
TOP CATEGORIES
1
2.6M
>99%
0
1,614
<1%
ALL
2.6M
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Inbound
PROVIDES INFORMATION ON...
Bwd PSH Flags
1.00
Fwd URG Flags
1.00
Bwd URG Flags
1.00
FIN Flag Count
1.00
PSH Flag Count
1.00
ECE Flag Count
1.00
Fwd Avg Bytes/Bulk
1.00
Fwd Avg Packets/Bulk
1.00
Fwd Avg Bulk Rate
1.00
Bwd Avg Bytes/Bulk
1.00
Bwd Avg Packets/Bulk
1.00
Bwd Avg Bulk Rate
1.00
SimillarHTTP
1.00
Source IP
0.80

THESE FEATURES
GIVE INFORMATION
ON Inbound:
Destination IP
1.00
Source IP
1.00
Label
0.34
Down/Up Ratio
0.27
Protocol
0.25
URG Flag Count
0.19
CWE Flag Count
0.08
Fwd PSH Flags
0.06
RST Flag Count
0.06
ACK Flag Count
0.03
SYN Flag Count
0.01
Bwd PSH Flags
0.00
Fwd URG Flags
0.00
Bwd URG Flags
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Inbound
CORRELATION RATIO WITH...
Bwd Packet Length Min
0.37
Bwd Packet Length Mean
0.23
Avg Bwd Segment Size
0.23
Bwd Packet Length Max
0.20
Bwd IAT Mean
0.20
Bwd IAT Std
0.18
Bwd IAT Min
0.17
Bwd IAT Max
0.16
Bwd Packet Length Std
0.16
Flow Duration
0.16
Total Backward Packets
0.15
Subflow Bwd Packets
0.15
Fwd IAT Total
0.15
Bwd IAT Total
0.15
Label
MISSING:
---
TOP CATEGORIES
DrDoS_SSDP
2.6M
>99%
BENIGN
763
<1%
ALL
2.6M
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Label
PROVIDES INFORMATION ON...
Bwd PSH Flags
1.00
Fwd URG Flags
1.00
Bwd URG Flags
1.00
FIN Flag Count
1.00
PSH Flag Count
1.00
ECE Flag Count
1.00
Fwd Avg Bytes/Bulk
1.00
Fwd Avg Packets/Bulk
1.00
Fwd Avg Bulk Rate
1.00
Bwd Avg Bytes/Bulk
1.00
Bwd Avg Packets/Bulk
1.00
Bwd Avg Bulk Rate
1.00
SimillarHTTP
1.00
Fwd PSH Flags
0.67

THESE FEATURES
GIVE INFORMATION
ON Label:
Source IP
0.99
Destination IP
0.99
Inbound
0.66
Down/Up Ratio
0.53
Protocol
0.52
URG Flag Count
0.36
Fwd PSH Flags
0.15
RST Flag Count
0.15
CWE Flag Count
0.11
ACK Flag Count
0.08
SYN Flag Count
0.00
Bwd PSH Flags
0.00
Fwd URG Flags
0.00
Bwd URG Flags
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Label
CORRELATION RATIO WITH...
Bwd Packet Length Min
0.54
Bwd Packet Length Mean
0.34
Avg Bwd Segment Size
0.34
Bwd Packet Length Max
0.29
Bwd IAT Mean
0.29
Bwd IAT Std
0.26
Bwd IAT Min
0.23
Packet Length Variance
0.23
Bwd IAT Max
0.23
Bwd Packet Length Std
0.23
Bwd IAT Total
0.22
Flow Duration
0.22
Fwd IAT Total
0.22
Total Backward Packets
0.22